{"id":"W3089013620","doi":"10.1016/j.pmedr.2020.101189","title":"Hereditary colorectal cancer screening: A 10-year longitudinal cohort study following an educational intervention","year":2020,"lang":"en","type":"article","venue":"Preventive Medicine Reports","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Winnipeg Regional Health Authority; Memorial University of Newfoundland; Sunnybrook Health Science Centre; Sinai Health System; University of Toronto; Health Sciences Centre; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Referral; Triage; Concordance; Cohort; Colorectal cancer; Family history; Cancer; Cancer screening; Internal medicine; Intervention (counseling); Family medicine; Emergency medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[],"category_scores_codex":[0.0009185451,0.0002742627,0.0006150886,0.000151314,0.0001599035,0.00002032565,0.00008255892,0.00008095479,0.002120425],"category_scores_gemma":[0.0007627934,0.0002405881,0.0002644433,0.000519187,0.00008675004,0.0002546596,0.00008290944,0.0003426375,0.000009409596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001930503,"about_ca_system_score_gemma":0.000201771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001576539,"about_ca_topic_score_gemma":0.0002917952,"domain_scores_codex":[0.9970729,0.0001794052,0.0007210711,0.0008558761,0.0008886977,0.0002821023],"domain_scores_gemma":[0.9985665,0.00006708873,0.0003724108,0.0002653309,0.0003005582,0.0004280804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002146414,0.0005625498,0.98437,0.0000648405,0.0006752074,0.0008141578,0.001139347,0.00001378933,0.0004670148,0.000002531385,0.002291041,0.007453133],"study_design_scores_gemma":[0.002056983,0.00932787,0.9833353,0.00043872,0.0009805178,0.0004642796,0.001769941,0.0004287411,0.0004616431,0.00006025817,0.0004552238,0.0002204953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908155,0.0008578358,0.001612843,0.002157424,0.001118617,0.001613549,0.000003872694,0.0001697428,0.001650685],"genre_scores_gemma":[0.9959555,0.000009026601,0.0002450969,0.0001060136,0.002197824,0.0004166121,0.0001555026,0.000041769,0.0008726305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00876532,"threshold_uncertainty_score":0.9987918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03814326076708603,"score_gpt":0.3512623744359913,"score_spread":0.3131191136689053,"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."}}