{"id":"W6885921458","doi":"10.1371/journal.pone.0297084.s001","title":"Study questionnaire.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Opioid use disorder; Certification; Opiate Substitution Treatment; Peer pressure; Emergency department","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004602828,0.0006299402,0.001086927,0.001310566,0.001567265,0.001455533,0.001459244,0.001149371,0.3635881],"category_scores_gemma":[0.009167409,0.0006431996,0.0005744072,0.001698508,0.0003130683,0.0009236469,0.001243745,0.001819125,0.1116099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004083679,"about_ca_system_score_gemma":0.0140845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08693598,"about_ca_topic_score_gemma":0.1377062,"domain_scores_codex":[0.9987012,0.0003334151,0.0001844275,0.0002025329,0.0003096587,0.0002687453],"domain_scores_gemma":[0.9958026,0.0007697404,0.0001554924,0.0003042321,0.002375176,0.0005928544],"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":[0.0006418717,0.0004682447,0.004537189,0.0009435276,0.00001534745,0.00009347758,0.0007162283,0.00007632969,0.0001513899,0.001227367,0.9113837,0.07974543],"study_design_scores_gemma":[0.0008717905,0.0002742415,0.0203193,0.0008984858,0.00002774193,0.00009922249,0.001277991,0.0002083927,0.0001572305,0.0009112594,0.9749137,0.00004062595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.01464636,0.001253983,0.003800336,0.004608898,0.001656476,0.05811568,0.690239,0.0009783743,0.224701],"genre_scores_gemma":[0.05564614,0.004370038,0.02225086,0.01144477,0.0007834039,0.2616867,0.2801601,0.0007027247,0.3629552],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6364119,"threshold_uncertainty_score":0.9077644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03851198524726004,"score_gpt":0.3323486746403884,"score_spread":0.2938366893931283,"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."}}