{"id":"W2105799425","doi":"","title":"Colorectal cancer screening in Canada: why not consider nurse endoscopists?","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Colorectal cancer; Fecal occult blood; Medicine; Colorectal cancer screening; Occult; Family medicine; Cancer screening; Cancer; General surgery; Colonoscopy; Alternative medicine; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002204306,0.0001489049,0.0002842417,0.0001145469,0.00005684508,0.00001544991,0.00004478544,0.0000651288,0.0001409575],"category_scores_gemma":[0.0003402686,0.000145932,0.00004902218,0.0003535294,0.00004150711,0.00006300984,0.00001014116,0.0002719365,0.000001961711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000927932,"about_ca_system_score_gemma":0.000983494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8146726,"about_ca_topic_score_gemma":0.9547817,"domain_scores_codex":[0.9985983,0.00006831862,0.0002399087,0.0002968314,0.0003023555,0.0004943368],"domain_scores_gemma":[0.9994075,0.00009869237,0.00006655593,0.0001350668,0.00006647912,0.0002257172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003987342,0.00007714101,0.7847835,0.00006769991,0.0001345574,0.00031088,0.0002468485,0.0002186436,0.0004474242,0.0001348062,0.008640173,0.200951],"study_design_scores_gemma":[0.002268675,0.00008377263,0.9572087,0.00004659387,0.00004253392,0.0001010968,0.0002619461,0.0001591173,0.0285749,0.00001408271,0.01105406,0.0001845489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867889,0.0006526348,0.0001174849,0.001229989,0.0007342839,0.0008033547,0.00001215908,0.00005783887,0.00960334],"genre_scores_gemma":[0.9965441,0.00001901487,0.0002064876,0.001625481,0.0001017752,0.001062765,0.000003545687,0.0000221699,0.0004146722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2007665,"threshold_uncertainty_score":0.5950933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02913224624187684,"score_gpt":0.2504642493786319,"score_spread":0.2213320031367551,"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."}}