{"id":"W2410158093","doi":"10.1097/sga.0000000000000118","title":"INJECTABLE DRUG SUPPLY DISRUPTION UPDATE","year":2015,"lang":"en","type":"article","venue":"Gastroenterology Nursing","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Endoscopy; Gastroenterology; General surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003485312,0.0007375129,0.000875054,0.004361736,0.0007835698,0.003120611,0.00160409,0.003737884,0.01567828],"category_scores_gemma":[0.01469916,0.0004628506,0.001131952,0.004103638,0.0006366249,0.004531384,0.001331312,0.004652592,0.004567588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0037341,"about_ca_system_score_gemma":0.005629967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01529362,"about_ca_topic_score_gemma":0.04133754,"domain_scores_codex":[0.9972747,0.0002554603,0.0005298622,0.0002322909,0.001522811,0.0001848611],"domain_scores_gemma":[0.9766877,0.007352203,0.003804696,0.0003928255,0.009703391,0.002059065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005827373,0.0001245536,0.003563823,0.0008945746,0.00004377198,0.000582792,0.0001016424,0.0004117516,0.0001649406,0.003029515,0.6567495,0.3342749],"study_design_scores_gemma":[0.00001103275,0.00005851387,0.005527994,0.001681797,0.00005769449,0.001574165,0.0001914856,0.0003591797,0.0001723452,0.0005811228,0.9897661,0.00001860669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01051389,0.4111116,0.005578625,0.4127874,0.03692091,0.0001708422,0.008128338,0.001809716,0.1129786],"genre_scores_gemma":[0.06586102,0.6648246,0.009819278,0.1266218,0.06511419,0.000205591,0.01507687,0.000371676,0.05210495],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01567828,"threshold_uncertainty_score":0.05244911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3770022065641596,"score_gpt":0.5089242329632304,"score_spread":0.1319220263990708,"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."}}