{"id":"W1572964200","doi":"10.1111/ajco.12190","title":"<scp>N</scp>ational <scp>W</scp>orking <scp>G</scp>roup <scp>M</scp>eeting on <scp>ALK</scp> diagnostics in lung cancer","year":2014,"lang":"en","type":"article","venue":"Asia-Pacific Journal of Clinical Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Comprehensive Cancer Network; Royal College of Pathologists of Australasia; Pfizer","keywords":"Lung cancer; Medicine; Cancer research; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.007262462,0.001528802,0.004426342,0.001482337,0.0007629774,0.0002926158,0.001302283,0.002177726,0.00006537328],"category_scores_gemma":[0.10148,0.001335341,0.001686401,0.001694043,0.001028172,0.0007748982,0.0004077802,0.005367385,0.0003409295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002283156,"about_ca_system_score_gemma":0.004965052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002503955,"about_ca_topic_score_gemma":0.0005603732,"domain_scores_codex":[0.9839436,0.002109719,0.00666403,0.001902653,0.002567136,0.002812837],"domain_scores_gemma":[0.8962157,0.09295135,0.005608763,0.001237745,0.001843621,0.002142844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009856663,0.006646807,0.5189273,0.0004571214,0.003666171,0.002468459,0.009510728,0.002859065,0.0005157632,0.003252978,0.4186077,0.03298939],"study_design_scores_gemma":[0.01543209,0.006074063,0.1918103,0.001914747,0.002743709,0.0007662354,0.01370101,0.001763326,0.0005425777,0.001771806,0.7633435,0.0001366994],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8147391,0.007605286,0.001606199,0.002849607,0.009557327,0.001913831,0.0002187743,0.0002161482,0.1612937],"genre_scores_gemma":[0.9463316,0.01012596,0.00590531,0.005176106,0.01169562,0.0003468539,0.0003134915,0.0004359421,0.01966918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3447358,"threshold_uncertainty_score":0.9997461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04332227479013119,"score_gpt":0.4227194851432604,"score_spread":0.3793972103531292,"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."}}