{"id":"W3195020632","doi":"10.1071/hc21026","title":"Health practitioner experience of Health and Disability Commissioner investigations","year":2021,"lang":"en","type":"article","venue":"Journal of Primary Health Care","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"Royal New Zealand College of General Practitioners","keywords":"Complaint; Thematic analysis; Health care; Nursing; Reputation; Qualitative research; Psychology; Medicine; Public relations; Sociology; Political science","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":[0.016515,0.0002981531,0.0007086023,0.001247618,0.009823647,0.005848039,0.001677813,0.00460489,0.005907176],"category_scores_gemma":[0.04736371,0.0006198903,0.000508018,0.001662695,0.008913225,0.003415398,0.01092679,0.00344518,0.0005494528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004543234,"about_ca_system_score_gemma":0.006097484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008451723,"about_ca_topic_score_gemma":0.01089356,"domain_scores_codex":[0.966408,0.02435197,0.001380185,0.001007828,0.003182953,0.003669064],"domain_scores_gemma":[0.9405524,0.04157748,0.008565443,0.001611913,0.003126286,0.004566463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007046373,0.00008661659,0.01042872,0.0003525382,0.0000112326,0.005057595,0.9685791,0.00007024768,0.0003684726,0.001313161,0.002148336,0.01151343],"study_design_scores_gemma":[0.00001195305,0.0002531673,0.009151771,0.0007448814,0.00001285936,0.004143748,0.954738,0.0000706072,0.0001398459,0.0003954185,0.03030518,0.0000325544],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9575992,0.005116486,0.001121085,0.01281338,0.0003236795,0.0001566651,0.0000668209,0.00004557654,0.02275725],"genre_scores_gemma":[0.9932475,0.001820834,0.0005103993,0.001857873,0.0001141493,0.00005607947,0.00002425028,0.00001455942,0.002354326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.016515,"threshold_uncertainty_score":0.08734071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08101413215535183,"score_gpt":0.4673011219161862,"score_spread":0.3862869897608343,"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."}}