{"id":"W4321503943","doi":"10.46747/cfp.6902107","title":"Improper administration","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Polypharmacy; Food and drug administration; Computer science; Intensive care medicine; Medicine; Administration (probate law); Adverse effect; Drug administration; Risk analysis (engineering); Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.004644788,0.0007865282,0.001062885,0.001099647,0.001919519,0.002970969,0.001319219,0.002165628,0.03033908],"category_scores_gemma":[0.02217537,0.0004560217,0.001074795,0.00106052,0.001557162,0.001932651,0.001711967,0.002619988,0.01924918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003287411,"about_ca_system_score_gemma":0.007563645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01996753,"about_ca_topic_score_gemma":0.02142665,"domain_scores_codex":[0.9907731,0.001759785,0.001096537,0.0008537628,0.004799221,0.0007176656],"domain_scores_gemma":[0.9913594,0.001783258,0.001294048,0.001895197,0.003032707,0.0006352779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009285844,0.0003877085,0.01472281,0.00137325,0.000127923,0.002100924,0.0007713444,0.0003232766,0.01076128,0.01052987,0.2057033,0.7522697],"study_design_scores_gemma":[0.00009552538,0.0004835119,0.008982782,0.001177691,0.00009946215,0.005729807,0.0002645271,0.0004402288,0.00828192,0.003243831,0.9711422,0.00005859783],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.06547847,0.1352603,0.09252351,0.1146546,0.03490923,0.003369788,0.005712629,0.008338893,0.5397526],"genre_scores_gemma":[0.4328064,0.1088661,0.07959595,0.07561042,0.009411355,0.00145746,0.004028614,0.002051955,0.2861718],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03033908,"threshold_uncertainty_score":0.1014944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168109551369161,"score_gpt":0.2606590327640482,"score_spread":0.2389779372503566,"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."}}