{"id":"W2080647562","doi":"10.1097/jto.0000000000000288","title":"Practice Makes Perfect Protocols: The Canadian Anaplastic Lymphoma Kinase Study","year":2014,"lang":"en","type":"letter","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Anaplastic lymphoma kinase; Lymphoma; Anaplastic large-cell lymphoma; Cancer research; Oncology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01041122,0.0003957815,0.0008235317,0.0006073493,0.004619251,0.002992735,0.001848616,0.01298186,0.003636101],"category_scores_gemma":[0.03390421,0.0004287783,0.000450377,0.001744785,0.002967718,0.001531066,0.001051876,0.009775614,0.0008310601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02831133,"about_ca_system_score_gemma":0.05934341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6420149,"about_ca_topic_score_gemma":0.8470418,"domain_scores_codex":[0.9921961,0.002932593,0.0004794305,0.0005048083,0.002100526,0.001786618],"domain_scores_gemma":[0.9803476,0.009968989,0.001223248,0.0007001902,0.003176482,0.004583529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004847602,0.00006281358,0.01981628,0.00006425339,0.00006571881,0.001962577,0.0003443389,0.0002409545,0.0001297405,0.005155146,0.9412026,0.0304706],"study_design_scores_gemma":[0.002381213,0.0002191071,0.05830235,0.001548153,0.0004078327,0.003458672,0.00362998,0.001398821,0.0004179143,0.02064665,0.9073458,0.0002434439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"protocol","genre_scores_codex":[0.005913316,0.00177797,0.00006582873,0.9815097,0.002416894,0.00003166652,0.0004382156,0.00001026134,0.00783619],"genre_scores_gemma":[0.08439398,0.003406571,0.0006694602,0.8943217,0.008913768,0.00009289917,0.0004296319,0.0000400985,0.007731847],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.3579851,"threshold_uncertainty_score":0.7201867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0381527367887229,"score_gpt":0.4712579935456024,"score_spread":0.4331052567568795,"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."}}