{"id":"W4252667790","doi":"10.14740/gr1181","title":"Questionable Conclusions?","year":2019,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":[],"consensus_categories":[],"category_scores_codex":[0.1357727,0.001670105,0.00346117,0.006329185,0.007030252,0.01514017,0.01478159,0.0279658,0.04508177],"category_scores_gemma":[0.6055437,0.001350308,0.002980436,0.004130218,0.02805536,0.02079722,0.01068779,0.03627958,0.01368936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006414242,"about_ca_system_score_gemma":0.01232466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004339078,"about_ca_topic_score_gemma":0.003363964,"domain_scores_codex":[0.8882743,0.0504869,0.01374993,0.01467092,0.0287146,0.004103554],"domain_scores_gemma":[0.4973677,0.3530953,0.02160886,0.02856439,0.08522133,0.01414241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005155347,0.0001153814,0.003356624,0.002039934,0.001075471,0.001772367,0.002725045,0.0002734576,0.0002548512,0.1868131,0.736809,0.06424924],"study_design_scores_gemma":[0.0004604099,0.0000458907,0.001058232,0.00330556,0.0004189071,0.000838474,0.003479255,0.0007761453,0.0004639426,0.7374707,0.2515665,0.0001160122],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0008084894,0.005891199,0.003747139,0.9280501,0.05047353,0.00008001358,0.0002843233,0.00006916098,0.01059603],"genre_scores_gemma":[0.03967671,0.003337922,0.01014853,0.8751451,0.06604631,0.0002662012,0.0003260458,0.0001365308,0.004916568],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1357727,"threshold_uncertainty_score":0.7180433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06196392827130228,"score_gpt":0.3982683182669452,"score_spread":0.3363043899956429,"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."}}