{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001387225,0.000170906,0.0006478622,0.0005166299,0.000492973,0.000001245935,0.000231556,0.0001773536,0.00009754479],"category_scores_gemma":[0.002611619,0.0001338448,0.00003746557,0.0003437026,0.0001718198,0.0001578084,0.0002444859,0.0006074672,0.000009114588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003446473,"about_ca_system_score_gemma":0.0001600935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001839273,"about_ca_topic_score_gemma":0.008548673,"domain_scores_codex":[0.9970878,0.0009715098,0.0008258589,0.0003630701,0.0003810617,0.000370664],"domain_scores_gemma":[0.9978642,0.0006453487,0.0005916819,0.0005881849,0.0001028244,0.0002077195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001066246,0.00006214371,0.904368,0.0002134152,0.00009691098,0.000006666894,0.08092704,0.00001177692,0.0000895556,0.0000135605,0.0000287569,0.01407557],"study_design_scores_gemma":[0.003651665,0.0001012235,0.987451,0.001375453,0.0002098588,4.828174e-7,0.005550074,0.0002509674,0.00001377779,0.00006095488,0.001210538,0.0001240332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930124,0.001479219,0.000279427,0.001974592,0.0003358828,0.0008853115,0.00001952034,0.00002722157,0.00198642],"genre_scores_gemma":[0.9966674,0.0006541595,0.001103204,0.0009229308,0.0001384026,0.0001080058,0.0003193285,0.0000147812,0.00007174928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08308299,"threshold_uncertainty_score":0.5458032,"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."}}