{"id":"W4406500909","doi":"10.1016/j.ymed.2015.06.101","title":"10.1016/j.ymed.2015.06.101","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal cancer; Colorectal cancer screening; Dna testing; Internal medicine; Oncology; Cancer; Gastroenterology; Colonoscopy; Genetics","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":[0.0006150552,0.0008551112,0.0004414608,0.001441433,0.0007920793,0.002128656,0.0008089503,0.003099196,0.8799399],"category_scores_gemma":[0.001785147,0.0003214427,0.0005442615,0.0006097755,0.000725409,0.001848129,0.001050117,0.001404357,0.7823515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000845535,"about_ca_system_score_gemma":0.001156601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002049333,"about_ca_topic_score_gemma":0.002050008,"domain_scores_codex":[0.9997202,0.00003457715,0.0000279726,0.00006827882,0.00006955455,0.00007935792],"domain_scores_gemma":[0.9991012,0.0001677189,0.0001156866,0.00004573955,0.0001532607,0.0004164843],"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":[0.0003911068,0.0004371306,0.01139455,0.0005311383,0.00004621768,0.0007210431,0.0001159912,0.0001810581,0.0004920471,0.0040035,0.3428124,0.6388738],"study_design_scores_gemma":[0.0001323002,0.00021773,0.01209914,0.001610684,0.00006291337,0.005829127,0.0004096132,0.0003308416,0.0004918704,0.005218202,0.9735623,0.00003541733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008662828,0.01878036,0.002020624,0.01634523,0.003861822,0.0001341274,0.004524312,0.001280602,0.9443901],"genre_scores_gemma":[0.03296843,0.008183947,0.001965553,0.003955066,0.001766496,0.000117071,0.002430135,0.0002577538,0.9483556],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1200601,"threshold_uncertainty_score":0.1712511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00835536438839651,"score_gpt":0.2135696558588871,"score_spread":0.2052142914704906,"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."}}