{"id":"W4225301770","doi":"10.1111/ecc.13603","title":"Real‐world colorectal cancer diagnostic pathways in Ontario, Canada: A population‐based study","year":2022,"lang":"en","type":"article","venue":"European Journal of Cancer Care","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; Ottawa Hospital; Queen's University","funders":"","keywords":"Medicine; Colonoscopy; Colorectal cancer; Disease; Cancer; Population; Diagnostic test; Stage (stratigraphy); Internal medicine; Pediatrics; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0007837476,0.0003366467,0.0003994188,0.00118238,0.002377282,0.001344789,0.001043726,0.0004781104,0.0015244],"category_scores_gemma":[0.002903181,0.0004432687,0.0004978058,0.005409717,0.0009212365,0.0005892703,0.001151305,0.0005534698,0.0001981831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0261725,"about_ca_system_score_gemma":0.03042624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.986356,"about_ca_topic_score_gemma":0.9916365,"domain_scores_codex":[0.9984246,0.0001390937,0.0001379502,0.0003222612,0.0005160664,0.0004599875],"domain_scores_gemma":[0.9968153,0.0002039366,0.00132444,0.0001361434,0.0009887295,0.0005314058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003839626,0.00002309234,0.9967463,0.00005276169,0.00004011556,0.00007421755,0.0007680889,0.00006881093,0.0001023699,0.00004942012,0.0005630655,0.001473383],"study_design_scores_gemma":[0.000007644381,0.00002157741,0.9981091,0.0000293647,0.00001731131,0.00005670476,0.0009058064,0.0001578088,0.00001927958,0.0000150097,0.0006532123,0.000007116355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911585,0.0005423098,0.0001709142,0.0002975448,0.000007712574,0.0001048656,0.006416125,0.00001089977,0.001291026],"genre_scores_gemma":[0.9971552,0.0003121283,0.0002378652,0.0001219774,0.000005681929,0.00004353145,0.001741202,0.000004106928,0.000378278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0261725,"threshold_uncertainty_score":0.1898957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02226472887576946,"score_gpt":0.2624226645329467,"score_spread":0.2401579356571772,"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."}}