{"id":"W2044996803","doi":"10.1503/cmaj.1040690","title":"Health care as a risk factor","year":2004,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Medicine; MEDLINE; Data science; Computer science; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002016174,0.0003323041,0.0007082528,0.00050799,0.002586907,0.00001095515,0.0005902544,0.004296652,0.02497102],"category_scores_gemma":[0.008033288,0.0003051593,0.0002666628,0.0003039816,0.00005878998,0.0001163992,0.00003093544,0.02198145,0.005425985],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01815935,"about_ca_system_score_gemma":0.1004705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03576732,"about_ca_topic_score_gemma":0.1206495,"domain_scores_codex":[0.9906778,0.00234626,0.00143412,0.0003596337,0.003444206,0.001738004],"domain_scores_gemma":[0.9915519,0.0007271532,0.002808147,0.0002834567,0.0009584969,0.003670819],"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":[0.000002961111,0.000005667224,0.008548412,0.0001240748,0.0001117818,0.0003731217,0.007137624,0.000001475098,7.851861e-9,0.00002249207,0.974372,0.009300357],"study_design_scores_gemma":[0.001109203,0.00007929739,0.008196802,0.0008992436,0.00003359831,0.00005378263,0.002108393,0.000001603196,4.353117e-8,0.0001882187,0.9870716,0.0002581857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003992307,0.0009958821,0.0001548642,0.9804419,0.008427249,0.0006052215,0.001267308,0.00006290536,0.007645497],"genre_scores_gemma":[0.003023995,0.0008736472,0.00006313907,0.9657732,0.02335272,0.00004782309,0.0006252329,0.00006728503,0.006172963],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08488219,"threshold_uncertainty_score":0.99994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02563312609727973,"score_gpt":0.3668291143302,"score_spread":0.3411959882329203,"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."}}