{"id":"W2022245574","doi":"10.1503/cmaj.131348","title":"We might get a lot from a province-wide colon screening program, but maybe not peace of mind","year":2013,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Colonoscopy; Sister; Colorectal cancer; Medicine; Family history; Computer science; Family medicine; Surgery; Cancer; Internal medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002074984,0.0007862617,0.001501018,0.002183394,0.0006443921,0.001401855,0.001197225,0.003079576,0.007816525],"category_scores_gemma":[0.009831536,0.0002781906,0.001594294,0.002485541,0.0007057945,0.002818345,0.0009763444,0.004202916,0.002236127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001725406,"about_ca_system_score_gemma":0.003076697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007017784,"about_ca_topic_score_gemma":0.01598179,"domain_scores_codex":[0.9985018,0.0005117296,0.0002285342,0.0001516311,0.000490487,0.0001158512],"domain_scores_gemma":[0.9967461,0.001649189,0.0003392841,0.0000847936,0.0008710889,0.0003095938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001117932,0.00005050557,0.0005651826,0.03257363,0.0005077149,0.0003337348,0.0001331806,0.0000872044,0.0003396941,0.00215872,0.4624182,0.5007203],"study_design_scores_gemma":[0.00007789332,0.00008575033,0.001777272,0.03401323,0.0004363038,0.001705252,0.000247213,0.00002876059,0.0001179404,0.001077376,0.9604097,0.00002341567],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009967869,0.9618224,0.0001168532,0.03003275,0.006163175,0.0000107744,0.00005530949,0.00002332736,0.001675797],"genre_scores_gemma":[0.001043593,0.9804587,0.0002265973,0.01404433,0.002483263,0.00001328971,0.00007300742,0.000008951818,0.001648154],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9929822,"threshold_uncertainty_score":0.02614886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03520133257209565,"score_gpt":0.3003590567158281,"score_spread":0.2651577241437325,"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."}}