{"id":"W4408779844","doi":"10.32920/28651976.v1","title":"Discharge teaching on fracture/cast care and pain management with an Indigenous client: Ineffective scenario","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Pain management; Fracture (geology); Medicine; Business; Nursing; Psychology; Physical therapy; Engineering; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001002352,0.000428661,0.0002882762,0.0005190179,0.009781862,0.0009799784,0.001698524,0.003889622,0.0163941],"category_scores_gemma":[0.004002935,0.0003995327,0.0005095758,0.0003896443,0.001624226,0.0009322531,0.002902734,0.004974914,0.001864414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005219645,"about_ca_system_score_gemma":0.007192528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03175611,"about_ca_topic_score_gemma":0.1082945,"domain_scores_codex":[0.9993287,0.000136274,0.00002890477,0.00004056673,0.0001339393,0.0003315644],"domain_scores_gemma":[0.9988919,0.0001912704,0.00005708604,0.00003809004,0.00009478716,0.000727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005197831,0.01138478,0.04767252,0.0004339858,0.00004091125,0.4941688,0.1445145,0.002068845,0.005690601,0.0151262,0.1504906,0.1278885],"study_design_scores_gemma":[0.0002639439,0.003281758,0.1049802,0.001737881,0.00009089239,0.3455844,0.324788,0.00645927,0.004994195,0.01817788,0.1893326,0.0003089253],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8340228,0.0005835828,0.002325322,0.06381703,0.0009784037,0.0004212041,0.0002273002,0.0001693881,0.09745503],"genre_scores_gemma":[0.9014224,0.001735049,0.005331857,0.01038157,0.0004398021,0.0001662507,0.0001877226,0.0001471004,0.08018819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03175611,"threshold_uncertainty_score":0.06314254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02569939220861579,"score_gpt":0.4240510780075425,"score_spread":0.3983516857989268,"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."}}