{"id":"W4406455170","doi":"10.1016/j.ymed.2015.05.032","title":"10.1016/j.ymed.2015.05.032","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal cancer; Term (time); Adenoma; General surgery; Internal medicine; Oncology; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005607909,0.0007706552,0.0003976037,0.001230206,0.0007394926,0.00183774,0.0007144075,0.002634097,0.8656287],"category_scores_gemma":[0.001467433,0.000304229,0.0004748982,0.0005386411,0.0006287822,0.001654853,0.0009047739,0.001284651,0.7499785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000767849,"about_ca_system_score_gemma":0.001083515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002238921,"about_ca_topic_score_gemma":0.002162136,"domain_scores_codex":[0.9997681,0.0000261917,0.00002136723,0.00005553371,0.00005916061,0.00006972166],"domain_scores_gemma":[0.9992568,0.000129628,0.0001017891,0.00003294762,0.0001252266,0.0003535568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004927275,0.000485908,0.01496853,0.0005660665,0.00005032252,0.0007608618,0.0001332056,0.0002068931,0.0005988004,0.004550006,0.3335156,0.6436712],"study_design_scores_gemma":[0.0001470701,0.0002412812,0.01681175,0.001590354,0.00006848744,0.005819925,0.0005031058,0.0003815521,0.0005613428,0.005507,0.9683309,0.00003731461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01251988,0.02052993,0.002212632,0.01851155,0.003837108,0.0001345943,0.005573804,0.001252988,0.9354275],"genre_scores_gemma":[0.04170749,0.008508019,0.002074718,0.003875063,0.001620349,0.0001101145,0.002901134,0.0002336144,0.9389696],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1343713,"threshold_uncertainty_score":0.1916642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008154753343354589,"score_gpt":0.2124657652359217,"score_spread":0.2043110118925671,"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."}}