{"id":"W4406500945","doi":"10.1016/j.ymed.2015.06.066","title":"10.1016/j.ymed.2015.06.066","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Guideline; Asymptomatic; General surgery; Internal medicine; Gastroenterology; Radiology; Pathology","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":[0.0006658644,0.0008694647,0.0005685881,0.001340951,0.0009313821,0.002773063,0.0009076375,0.00343537,0.8945008],"category_scores_gemma":[0.001711439,0.0003984753,0.0005635507,0.0006327732,0.00089521,0.002247793,0.001368629,0.001778933,0.8568678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008141994,"about_ca_system_score_gemma":0.001283147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00153338,"about_ca_topic_score_gemma":0.001515953,"domain_scores_codex":[0.9997439,0.00002339571,0.00002202664,0.00006638461,0.00007765782,0.00006661228],"domain_scores_gemma":[0.9987912,0.0001625162,0.0001363502,0.00007285281,0.0002462934,0.0005908519],"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":[0.0002993754,0.0002310304,0.004934143,0.0004302548,0.00003284741,0.0005888368,0.0001040807,0.0001705998,0.0008774357,0.004388097,0.4105321,0.5774111],"study_design_scores_gemma":[0.0000568825,0.0001006699,0.004289983,0.000719319,0.000023186,0.003568463,0.0002246299,0.0001400431,0.0004495647,0.003614796,0.9867918,0.000020584],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004959332,0.01713462,0.002354985,0.01844786,0.00534469,0.000121512,0.004006736,0.001783764,0.9458466],"genre_scores_gemma":[0.015278,0.005714149,0.001670324,0.003798798,0.001481066,0.00007396936,0.002084522,0.0002419988,0.9696571],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1054992,"threshold_uncertainty_score":0.1504818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575070986965857,"score_gpt":0.2785140822073327,"score_spread":0.2627633723376742,"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."}}