{"id":"W2993005583","doi":"10.1503/cmaj.190576","title":"Cancer Strategic Clinical Network","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health","funders":"","keywords":"Cancer; Medicine; Cause of death; Cancer survival; Key (lock); Gerontology; Intensive care medicine; Computer science; Pathology; Internal medicine; Disease; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006826505,0.0001146871,0.000370156,0.00008177053,0.0001272933,0.00007115106,0.0001417247,0.0004888132,0.04179475],"category_scores_gemma":[0.005011407,0.0001009679,0.0002013388,0.0002631391,0.00002740529,0.0001522353,0.0000158965,0.001879425,0.001528922],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009684677,"about_ca_system_score_gemma":0.009734011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003885892,"about_ca_topic_score_gemma":0.03695887,"domain_scores_codex":[0.9960238,0.0003351681,0.001409939,0.0002069441,0.001464044,0.0005601243],"domain_scores_gemma":[0.9952927,0.001049691,0.0005322683,0.000148742,0.0006799606,0.002296587],"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":[0.00002899499,0.00003196575,0.7369639,0.00000608451,0.0001735337,0.0001685309,0.00001473729,0.00002140192,0.000003281858,0.0002786575,0.2300307,0.03227826],"study_design_scores_gemma":[0.003547828,0.0002491315,0.2582452,0.0001354954,0.0001464887,0.0003889344,0.0003893257,0.001576253,0.000001179334,0.0007226722,0.7344346,0.0001628548],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8293357,0.0002929615,0.0000513636,0.151475,0.005811914,0.0003319522,0.00001454337,0.00002957697,0.01265697],"genre_scores_gemma":[0.8788766,0.0008942603,0.0005580377,0.1038709,0.0135025,0.00000708655,0.00003150092,0.00003073419,0.002228461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5044039,"threshold_uncertainty_score":0.9992485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1571154186604826,"score_gpt":0.4797747625534317,"score_spread":0.322659343892949,"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."}}