{"id":"W4406561474","doi":"10.1016/j.ccol.2015.06.013","title":"10.1016/j.ccol.2015.06.013","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Peptic ulcer; Medicine; General surgery; Internal medicine","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":[0.0005460018,0.0008070651,0.0004668238,0.00153544,0.0008468457,0.002295288,0.0007722582,0.002882139,0.8259568],"category_scores_gemma":[0.001700314,0.0003442524,0.0005137177,0.000628391,0.0007689463,0.001879782,0.0009941871,0.001719159,0.7413602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009174022,"about_ca_system_score_gemma":0.001239736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002176061,"about_ca_topic_score_gemma":0.002549292,"domain_scores_codex":[0.9997352,0.0000267183,0.00002171137,0.00005529945,0.00008026824,0.00008079864],"domain_scores_gemma":[0.9988772,0.00016923,0.0001472976,0.00005373117,0.0002323542,0.0005202366],"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":[0.0004292422,0.0003329485,0.01061034,0.0005297241,0.00004394669,0.001014519,0.0001199433,0.0001835231,0.0007557485,0.004709559,0.3598704,0.6214001],"study_design_scores_gemma":[0.00008891639,0.0001430652,0.0081332,0.001140482,0.00004151707,0.006677601,0.0003309175,0.000201772,0.000483653,0.004597903,0.9781318,0.00002918078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009167701,0.02427,0.002571676,0.02187108,0.004093576,0.000122845,0.003443101,0.001533702,0.9329264],"genre_scores_gemma":[0.03352315,0.01064994,0.003082474,0.005596486,0.002290849,0.00009854504,0.002677824,0.0003626869,0.9417182],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1740432,"threshold_uncertainty_score":0.2482514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008450917205679526,"score_gpt":0.2090581031847639,"score_spread":0.2006071859790844,"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."}}