{"id":"W2091697684","doi":"10.1097/aln.0b013e3182a76f59","title":"Hamilton Acute Pain Service Safety Study","year":2013,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences; St. Joseph’s Healthcare Hamilton; Canadian Patient Safety Institute","funders":"Canadian Patient Safety Institute; McMaster University","keywords":"Medicine; Cohort; Adverse effect; Incidence (geometry); Depression (economics); Cohort study; Anesthesia; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00251278,0.0003408591,0.0006305432,0.001049801,0.0008099194,0.0007980079,0.0009513135,0.0004475579,0.01481196],"category_scores_gemma":[0.01064909,0.0003434321,0.0005658646,0.002468686,0.0004236892,0.000569692,0.0009900399,0.0007872274,0.002376304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002770254,"about_ca_system_score_gemma":0.00741797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03794876,"about_ca_topic_score_gemma":0.04650575,"domain_scores_codex":[0.9942726,0.001692407,0.0007130301,0.0005586524,0.00219693,0.0005664745],"domain_scores_gemma":[0.9858439,0.001931497,0.004723006,0.001056691,0.00458355,0.00186129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00939701,0.0006370514,0.8711959,0.0011828,0.0008310023,0.0002241177,0.0003188205,0.0004069404,0.0002670391,0.001425738,0.06082993,0.05328359],"study_design_scores_gemma":[0.005724962,0.001645281,0.9622375,0.000497529,0.0003434094,0.0002195139,0.0002244261,0.0008222478,0.0001692094,0.0005914667,0.02748429,0.00004005781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7467122,0.005679432,0.003899441,0.005076257,0.0004870788,0.01375559,0.1488878,0.0002989044,0.07520333],"genre_scores_gemma":[0.9441395,0.001766404,0.002392928,0.001977256,0.000328427,0.007403772,0.03420068,0.00004824961,0.007742729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03794876,"threshold_uncertainty_score":0.07545573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01342297571830078,"score_gpt":0.2561550211511276,"score_spread":0.2427320454328268,"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."}}