{"id":"W4401358118","doi":"10.3390/curroncol31080326","title":"Non-Small-Cell Lung Cancer Patients Harboring ROS1 Rearrangement: Real World Testing Practices, Characteristics and Treatment Patterns (ROS1REAL Study)","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; ROS1; Lung cancer; Cancer; Cancer research; Oncology; Internal medicine; Pathology; Computational biology; Adenocarcinoma; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005902885,0.0002840293,0.0003173944,0.0005333155,0.0002950882,0.0005290918,0.0003409492,0.0003067697,0.0009141998],"category_scores_gemma":[0.001177652,0.0002760866,0.0003622492,0.0004648903,0.0002802249,0.0003601221,0.0004948197,0.0002416743,0.0003384931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004626669,"about_ca_system_score_gemma":0.0002942544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002521743,"about_ca_topic_score_gemma":0.005269911,"domain_scores_codex":[0.9992477,0.0002243064,0.0000735127,0.0002568651,0.0001152415,0.00008256101],"domain_scores_gemma":[0.9986975,0.0001674236,0.00069234,0.0001672876,0.0001122176,0.0001632484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004340806,0.00007763322,0.9962965,0.0000235413,0.00006707878,0.0001495756,0.00009590292,0.00006068935,0.0008283646,0.00001479487,0.0000936131,0.001858399],"study_design_scores_gemma":[0.00004768439,0.0006147752,0.9963943,0.00000588542,0.00006378582,0.00125575,0.0002348109,0.0002005177,0.0004082514,0.00001608993,0.0007484707,0.000009587964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989912,0.0001786661,0.0001015514,0.00001265659,0.000002194734,0.00002673906,0.0004844895,0.000002557055,0.0001999485],"genre_scores_gemma":[0.9985551,0.0000729176,0.0001282786,0.00002085925,0.000007015263,0.00001848505,0.001078796,0.000002526013,0.0001160236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002521743,"threshold_uncertainty_score":0.005014122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1010780101545227,"score_gpt":0.447185383841595,"score_spread":0.3461073736870723,"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."}}