{"id":"W4406415119","doi":"10.1016/j.ypat.2015.06.066","title":"10.1016/j.ypat.2015.06.066","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; Mimicry; Outflow; Disease; Cardiology; Pathology; Internal medicine; Gastroenterology","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":[0.0006682118,0.0009687869,0.0005433759,0.001500108,0.0009018768,0.00295936,0.001038527,0.003321671,0.8895426],"category_scores_gemma":[0.002075076,0.0003821685,0.0006953126,0.0007402188,0.0008494075,0.002153469,0.001355009,0.001661209,0.8414864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008535795,"about_ca_system_score_gemma":0.001297228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002267744,"about_ca_topic_score_gemma":0.00208943,"domain_scores_codex":[0.9996935,0.00003181875,0.0000277042,0.00007894864,0.0000906845,0.00007742851],"domain_scores_gemma":[0.9989114,0.0001809359,0.0001507175,0.00007491323,0.0002036893,0.0004782525],"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":[0.000369392,0.0003353334,0.007670865,0.0004538762,0.00004661564,0.0006134114,0.0001081433,0.0002764733,0.0007554456,0.0049846,0.3362671,0.6481188],"study_design_scores_gemma":[0.00009407616,0.000157614,0.006735209,0.001009538,0.00006270398,0.004760453,0.000290946,0.0003502578,0.0005857641,0.006776986,0.9791419,0.0000344148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007313424,0.01449215,0.004388525,0.0153064,0.003912799,0.0001699525,0.005351777,0.002560671,0.9465043],"genre_scores_gemma":[0.02638275,0.00634654,0.003603268,0.003880783,0.001435036,0.0001249181,0.003361505,0.0005055889,0.9543596],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1104574,"threshold_uncertainty_score":0.157554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00644713169909156,"score_gpt":0.2031187170769162,"score_spread":0.1966715853778246,"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."}}