{"id":"W4252950295","doi":"10.3410/f.729410866.793555351","title":"Faculty Opinions recommendation of Widespread use of gastric acid inhibitors in infants: Are they needed? Are they safe?","year":2019,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Chemistry; Computer science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002599472,0.001916108,0.001956739,0.003708405,0.00085012,0.003669288,0.002699601,0.003667824,0.1208327],"category_scores_gemma":[0.03501023,0.0007476502,0.002658059,0.005185689,0.0004550803,0.001996147,0.001786247,0.002265632,0.07891053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001931843,"about_ca_system_score_gemma":0.005215668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03622985,"about_ca_topic_score_gemma":0.08376048,"domain_scores_codex":[0.9971269,0.0006078528,0.0006249152,0.0006734303,0.0006384651,0.0003285678],"domain_scores_gemma":[0.9850672,0.004601435,0.002941435,0.002068554,0.00404231,0.001279026],"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":[0.0001615706,0.00002040587,0.002883026,0.001166575,0.00009500617,0.00001245579,0.000007976557,0.0001024596,0.00003701617,0.0001393718,0.9922619,0.003112322],"study_design_scores_gemma":[0.002086562,0.00006250059,0.02269158,0.003170711,0.0004078737,0.0001052648,0.00009958235,0.000972682,0.0003064873,0.001498366,0.9685177,0.00008055492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001823985,0.0001783694,0.00004392643,0.0003904091,0.00008926796,0.00002773038,0.9980059,0.00011628,0.0009657693],"genre_scores_gemma":[0.001397459,0.000263076,0.0003859135,0.0005560895,0.00007529565,0.0001582523,0.9951149,0.00006841352,0.0019806],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1208327,"threshold_uncertainty_score":0.4042257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04792509708777326,"score_gpt":0.353099916525946,"score_spread":0.3051748194381727,"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."}}