{"id":"W4406473379","doi":"10.1016/s1541-9800(08)70625-2","title":"10.1016/s1541-9800(08)70625-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Risk assessment; Internal medicine; Computer science; Computer security","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":[0.0009172051,0.002499115,0.001511119,0.002331191,0.002120284,0.003025606,0.002614137,0.005283586,0.9882998],"category_scores_gemma":[0.001592704,0.0007430274,0.001230193,0.001718278,0.001340814,0.004161056,0.002854428,0.00255359,0.9914944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000958169,"about_ca_system_score_gemma":0.001074499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003551657,"about_ca_topic_score_gemma":0.003216605,"domain_scores_codex":[0.999419,0.0000402872,0.00004707078,0.0001865428,0.0001596582,0.000147481],"domain_scores_gemma":[0.9979424,0.0005003845,0.0001305271,0.0001826594,0.0004175541,0.0008264837],"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":[0.0004018288,0.000270076,0.0009392627,0.0004760758,0.00002972005,0.0002657719,0.00008549115,0.0003584528,0.001762727,0.003979375,0.3543941,0.6370371],"study_design_scores_gemma":[0.00006841288,0.0001378131,0.0009935831,0.0003073832,0.00001330185,0.0004140101,0.0001060939,0.0001934774,0.000407031,0.0005435479,0.9967936,0.00002168331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004771654,0.0004046158,0.0004928699,0.0004911906,0.0003129707,0.00009975395,0.0006717809,0.0006936186,0.996356],"genre_scores_gemma":[0.0005590156,0.0001690439,0.0003141466,0.0002345787,0.00007693113,0.00004739933,0.0003630116,0.0001232471,0.9981127],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01170015,"threshold_uncertainty_score":0.01668876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006294489421319708,"score_gpt":0.1916580182341215,"score_spread":0.1853635288128018,"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."}}