{"id":"W4406582220","doi":"10.1016/s1241-8234(12)62816-8","title":"10.1016/s1241-8234(12)62816-8","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":"Medicine; Gynecology","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":[0.001107908,0.002931537,0.001919397,0.002906032,0.002272293,0.003339172,0.003264579,0.006259293,0.9892682],"category_scores_gemma":[0.001901903,0.0009897226,0.001677286,0.002029171,0.001556209,0.00496411,0.003613825,0.002967061,0.9926474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010068,"about_ca_system_score_gemma":0.0011221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003336836,"about_ca_topic_score_gemma":0.003135539,"domain_scores_codex":[0.9992763,0.00005207445,0.00006869739,0.0002165812,0.0002124436,0.0001738968],"domain_scores_gemma":[0.9974461,0.0006496229,0.0001694623,0.0002286872,0.000469272,0.001036921],"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":[0.0004790358,0.0002716843,0.0008177446,0.0006416492,0.00003286839,0.0002808208,0.00007598061,0.0003545824,0.001532994,0.003369191,0.3632203,0.6289231],"study_design_scores_gemma":[0.00009061617,0.0001652956,0.001036456,0.000395863,0.00001498992,0.0005508867,0.0001000461,0.0001803271,0.0003614574,0.0005961389,0.9964806,0.00002728552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004172456,0.0005788542,0.0005112938,0.0004845832,0.000350184,0.0001114122,0.0006984181,0.0007651464,0.9960828],"genre_scores_gemma":[0.0005408858,0.000270596,0.0003602854,0.0002743066,0.0001185809,0.0000626313,0.0004484674,0.0001379117,0.9977864],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01073176,"threshold_uncertainty_score":0.01530755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009197134048142557,"score_gpt":0.1954613413938599,"score_spread":0.1862642073457173,"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."}}