{"id":"W4413536738","doi":"10.64628/aa.7f9p4jwhp","title":"I’ve been given opioids after surgery to take at home. What do I need to know?","year":2024,"lang":"en","type":"article","venue":"","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Need to know; Medicine; Internet privacy; General surgery; Computer science; Computer security","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":[0.001409388,0.0003713185,0.0009328444,0.0005063532,0.002727084,0.002733306,0.000654332,0.003848095,0.01991765],"category_scores_gemma":[0.01657215,0.0002331045,0.0006958154,0.000394181,0.001966866,0.007033875,0.001196589,0.007081718,0.005154772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00164786,"about_ca_system_score_gemma":0.003553865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008214202,"about_ca_topic_score_gemma":0.01640019,"domain_scores_codex":[0.9988484,0.0002825497,0.0000934409,0.0001088421,0.0004086542,0.0002580006],"domain_scores_gemma":[0.9929524,0.001468987,0.001117833,0.0001428269,0.001544288,0.002773628],"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":[0.0003549762,0.0005854719,0.05384243,0.002360194,0.0002432537,0.005253679,0.008428629,0.0001518931,0.0009680879,0.007926804,0.6757981,0.2440864],"study_design_scores_gemma":[0.0001927459,0.0007981469,0.05658196,0.02060971,0.0004232986,0.03722638,0.06071303,0.0003492948,0.001116952,0.03185343,0.7896613,0.0004737253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0230439,0.03831664,0.001467679,0.899458,0.009831601,0.00005339779,0.0004694511,0.00009697756,0.02726241],"genre_scores_gemma":[0.2344091,0.1421463,0.005371809,0.5755422,0.0146351,0.0001502042,0.0007635605,0.0001591855,0.02682249],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01991765,"threshold_uncertainty_score":0.06663126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01128078527720909,"score_gpt":0.2587357442505515,"score_spread":0.2474549589733424,"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."}}