{"id":"W4406500995","doi":"10.1016/j.ymed.2015.06.046","title":"10.1016/j.ymed.2015.06.046","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Task force; Colorectal cancer; Colonoscopy; Internal medicine; Gastroenterology; General surgery; 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":[0.0005536062,0.0007692222,0.0004104444,0.001221624,0.0007305511,0.001914371,0.0007198419,0.002756992,0.862687],"category_scores_gemma":[0.001527344,0.0003069461,0.0004706411,0.0005432609,0.0006431947,0.001681205,0.0009066094,0.001304785,0.7555042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007471286,"about_ca_system_score_gemma":0.001085163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002204433,"about_ca_topic_score_gemma":0.002127444,"domain_scores_codex":[0.9997589,0.00002737821,0.00002327755,0.00005953843,0.00006134561,0.00006962215],"domain_scores_gemma":[0.999194,0.0001359387,0.0001108429,0.00003679181,0.0001401429,0.0003821712],"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":[0.0004630465,0.0004546264,0.01393714,0.0005347008,0.00004940293,0.0007342772,0.0001251226,0.0001982768,0.0006469375,0.004100376,0.3400037,0.6387523],"study_design_scores_gemma":[0.0001293916,0.0002318769,0.01498402,0.001480775,0.00006194897,0.005929627,0.0004431971,0.000329158,0.0005364438,0.004770497,0.9710669,0.00003612032],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01212883,0.02216822,0.002305369,0.01942096,0.004289919,0.0001368514,0.005665057,0.001338553,0.9325464],"genre_scores_gemma":[0.03967535,0.008622576,0.002099745,0.003976347,0.001686563,0.0001079131,0.002885792,0.000238081,0.9407076],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.137313,"threshold_uncertainty_score":0.1958603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007917772846191662,"score_gpt":0.2118652045839261,"score_spread":0.2039474317377344,"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."}}