{"id":"W4403608641","doi":"10.1177/02692163241288774","title":"Feasibility of prospective error reporting in home palliative care: A mixed methods study","year":2024,"lang":"en","type":"article","venue":"Palliative Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Women's College Hospital; University of Toronto; Sinai Health System","funders":"","keywords":"Palliative care; Medicine; Context (archaeology); Patient safety; Incident report; Nursing; Family medicine; Health care; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007201924,0.0002828776,0.001008989,0.000375109,0.0002126892,6.725998e-7,0.0002064689,0.0001636507,0.0003701924],"category_scores_gemma":[0.01510662,0.0002015299,0.00009851198,0.001464903,0.0003165155,0.0001125454,0.0001330675,0.001147387,0.00003416615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009202335,"about_ca_system_score_gemma":0.0006442512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005950421,"about_ca_topic_score_gemma":0.0009668484,"domain_scores_codex":[0.9928178,0.002491769,0.00281102,0.0007427249,0.0006525129,0.0004841472],"domain_scores_gemma":[0.9939767,0.002805129,0.00193589,0.0004815216,0.0006189339,0.0001818908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001302672,0.0002039475,0.7454881,0.0007831152,0.00009029785,0.00002677776,0.2506529,0.00001055303,0.0002357513,0.0007722773,0.0001437844,0.001462221],"study_design_scores_gemma":[0.002036703,0.0005840528,0.804466,0.001954351,0.00009448359,1.668172e-7,0.1877405,0.0002814075,0.00008050765,0.00202412,0.0005940726,0.0001436464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586707,0.002766771,0.01958404,0.003483249,0.002831843,0.005781965,0.00003758382,0.0001887685,0.006655098],"genre_scores_gemma":[0.995523,0.00005329848,0.002680764,0.000151267,0.0002277908,0.0008382151,0.00004457919,0.00003123507,0.0004497986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06291237,"threshold_uncertainty_score":0.9931896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.271558169748682,"score_gpt":0.580554326128232,"score_spread":0.30899615637955,"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."}}