{"id":"W2578304125","doi":"10.1371/journal.pmed.1002217","title":"Patient Safety Incidents Involving Sick Children in Primary Care in England and Wales: A Mixed Methods Analysis","year":2017,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute for Health and Care Research","keywords":"Medicine; Triage; Referral; Patient safety; Thematic analysis; Family medicine; Harm; Medical emergency; Incident report; Health care; SAFER; Pediatrics; Qualitative research; Psychology","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":[0.04892806,0.0005515476,0.001536198,0.01041194,0.002204255,0.003397833,0.001706432,0.001332308,0.001601285],"category_scores_gemma":[0.08622374,0.00116245,0.002173045,0.009866165,0.002014268,0.002070687,0.004418085,0.001121351,0.0002076577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006909277,"about_ca_system_score_gemma":0.007235315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03107799,"about_ca_topic_score_gemma":0.04852692,"domain_scores_codex":[0.9327903,0.03911611,0.01420277,0.003046895,0.008473693,0.002370183],"domain_scores_gemma":[0.8687937,0.08511387,0.0257438,0.004304866,0.01451172,0.001532087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004643511,0.0002870172,0.7975072,0.01040009,0.001163318,0.00177345,0.154061,0.0002097235,0.0005032661,0.0006151005,0.001520665,0.03149479],"study_design_scores_gemma":[0.00007554144,0.001011417,0.796115,0.004449609,0.0006251069,0.001162233,0.189477,0.0007168758,0.0003714259,0.0003183903,0.005578846,0.00009856663],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986433,0.004882105,0.002062628,0.0007227734,0.00003220435,0.003211496,0.001616175,0.00001460725,0.001025162],"genre_scores_gemma":[0.979677,0.003265345,0.007940644,0.0008346836,0.00004742167,0.006710319,0.001087093,0.00001403461,0.0004234616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04892806,"threshold_uncertainty_score":0.2587594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0499522776868249,"score_gpt":0.4137756007299385,"score_spread":0.3638233230431135,"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."}}