{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000327196,0.0001061195,0.0001991542,0.0001051991,0.00006626546,0.00001445101,0.00004594333,0.00003864922,0.00001624222],"category_scores_gemma":[0.00001100935,0.0001232937,0.0000441288,0.0005843671,0.00001382372,0.00004603869,0.00001043548,0.000214216,0.000006653491],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001688968,"about_ca_system_score_gemma":0.01154347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9989802,"about_ca_topic_score_gemma":0.9999223,"domain_scores_codex":[0.9990708,0.00002052069,0.0001286426,0.0002405505,0.0001660097,0.0003735401],"domain_scores_gemma":[0.999306,0.00001609609,0.000023923,0.0001838689,0.00008902817,0.0003811131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002594658,0.00002451993,0.04900901,0.00005982942,0.0001105988,0.002204556,0.0001115955,0.0008447239,0.004669208,0.00008777202,0.0334755,0.9091432],"study_design_scores_gemma":[0.000926675,0.00008196579,0.8140714,0.0002926661,0.00003736834,0.000008903877,0.001574278,0.001718178,0.00457026,0.00003470906,0.1763909,0.0002927631],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8825459,0.002641967,0.00003626048,0.001837713,0.0004856597,0.0001341079,0.00005258823,0.00002437021,0.1122415],"genre_scores_gemma":[0.9351296,0.00002566291,0.0001004614,0.06408034,0.0002192588,0.00002419413,0.00002422268,0.000018496,0.0003777789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9088505,"threshold_uncertainty_score":0.9940602,"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."}}