{"id":"W3123632292","doi":"10.46747/cfp.670127","title":"Cancer screening in Canada","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; McGill University Health Centre","funders":"","keywords":"Primary care; Cancer screening; Medicine; Family medicine; Cancer; Computer science; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007025894,0.0002307974,0.0003864397,0.001675559,0.0055178,0.001590051,0.0009900861,0.000862743,0.01049443],"category_scores_gemma":[0.003904029,0.0003361747,0.0006045829,0.004499834,0.0007003446,0.0003907348,0.0009030023,0.001298786,0.0005843081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08109711,"about_ca_system_score_gemma":0.1972933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9985955,"about_ca_topic_score_gemma":0.999445,"domain_scores_codex":[0.9983271,0.0001073083,0.00007990523,0.000184917,0.0007098346,0.0005909929],"domain_scores_gemma":[0.9946811,0.0002286654,0.0002955143,0.00005894211,0.00229389,0.002442033],"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":[0.0002375551,0.00023408,0.5374874,0.0009333726,0.00015686,0.001795419,0.003017341,0.0006419073,0.0008244758,0.008635744,0.2757573,0.1702785],"study_design_scores_gemma":[0.0001181658,0.00008220837,0.8524419,0.001047005,0.0001248089,0.0009052798,0.003484522,0.0008335999,0.0002202038,0.0006474542,0.1400192,0.00007570618],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4604897,0.05711923,0.001739434,0.1261456,0.003519497,0.001046719,0.04366963,0.0006331779,0.3056369],"genre_scores_gemma":[0.9091725,0.02209055,0.003147735,0.0194375,0.0002658307,0.0002021181,0.006687859,0.0001010938,0.03889473],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08109711,"threshold_uncertainty_score":0.5884035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099000769642759,"score_gpt":0.2407899614690299,"score_spread":0.2197999537726023,"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."}}