{"id":"W3192563092","doi":"10.1016/j.lungcan.2021.08.003","title":"Canadian ROS proto-oncogene 1 study (CROS) for multi-institutional implementation of ROS1 testing in non-small cell lung cancer","year":2021,"lang":"en","type":"article","venue":"Lung Cancer","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Health Authority; University of Saskatchewan; Dalhousie University; Queen Elizabeth II Health Sciences Centre; McGill University Health Centre; University of Ottawa; Calgary Laboratory Services; University of Manitoba; University of Calgary; Spinal Cord Injury BC; Canada's Michael Smith Genome Sciences Centre; Sunnybrook Health Science Centre; Ottawa Hospital; University Health Network; McMaster University Medical Centre; Health Sciences Centre; London Health Sciences Centre; Health Sciences North; Institut Universitaire de Cardiologie et de Pneumologie de Québec; Centre Hospitalier de l’Université de Montréal; Université Laval; University of Alberta; University of Toronto","funders":"Pfizer Canada","keywords":"ROS1; Immunohistochemistry; Medicine; Crizotinib; Lung cancer; Fluorescence in situ hybridization; Cancer research; Pathology; Cancer; Oncogene; Adenocarcinoma; Internal medicine; Biology; Gene; Cell cycle; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001818878,0.0004286301,0.0005515279,0.0006422615,0.002301012,0.001020094,0.001702069,0.001019775,0.004455665],"category_scores_gemma":[0.004881026,0.0003624202,0.0010244,0.00189107,0.0005257329,0.0004410837,0.001160727,0.001430068,0.0003020969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02692798,"about_ca_system_score_gemma":0.06689806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9576309,"about_ca_topic_score_gemma":0.9844611,"domain_scores_codex":[0.9973111,0.000426967,0.0001003618,0.0003163679,0.0008816036,0.0009636462],"domain_scores_gemma":[0.9958445,0.0003658521,0.0008701749,0.0002073441,0.001183465,0.001528596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003439798,0.0007951536,0.8680466,0.0003351817,0.0006206592,0.0001954923,0.000510384,0.0007803318,0.001111183,0.00310255,0.07377846,0.04728418],"study_design_scores_gemma":[0.001155001,0.0005433382,0.9792171,0.0002323699,0.0004116724,0.00009207439,0.0009216576,0.0006450692,0.0003108385,0.0003163381,0.01610371,0.00005075481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.894623,0.002702796,0.001428094,0.01569929,0.0005741325,0.002112225,0.04847458,0.0001170706,0.0342689],"genre_scores_gemma":[0.971028,0.001322723,0.002862646,0.005427152,0.0001708541,0.0008831011,0.0111215,0.00006136631,0.007122525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04236913,"threshold_uncertainty_score":0.1953771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03611358999379091,"score_gpt":0.4058675116254999,"score_spread":0.3697539216317091,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}