{"id":"W4200483745","doi":"10.28984/npoj.vi0.364","title":"Nurse Practitioners and The Use of Antipsychotic Medications in Long Term Care in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Canadian Nurse Practitioner Journal","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Antipsychotic; Long-term care; Term (time); Nursing; Medicine; Psychiatry; Psychology; Family medicine; Schizophrenia (object-oriented programming)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002745885,0.0001135857,0.0002507055,0.0002396479,0.0001455141,0.00006597242,0.0000625198,0.0000682344,0.001126568],"category_scores_gemma":[0.0006751738,0.0000906377,0.0000496727,0.0003024373,0.0001278658,0.0006095335,0.000005488468,0.001092823,0.0000023627],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001319448,"about_ca_system_score_gemma":0.01024783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9630688,"about_ca_topic_score_gemma":0.9996619,"domain_scores_codex":[0.998562,0.0002615394,0.0004271534,0.000163496,0.0003139241,0.0002719245],"domain_scores_gemma":[0.9983252,0.0004864291,0.000235675,0.0001947964,0.0002399062,0.0005180498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000408466,0.0001228925,0.9880463,0.00005166655,0.0001130589,0.001958137,0.00259832,0.0001021,0.0000312024,0.0006391213,0.003879191,0.002049548],"study_design_scores_gemma":[0.004063815,0.00002772386,0.9300174,0.0003329231,0.000197986,0.002268612,0.00329099,0.00009776618,0.00002418299,0.00005073664,0.0595175,0.0001103434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9269425,0.001721177,0.00002768624,0.06431682,0.000917308,0.0004851669,0.00003984636,0.000003820538,0.005545709],"genre_scores_gemma":[0.9943509,0.0004380271,0.0002549131,0.004227256,0.00005583729,0.00001120659,0.0000839395,0.00001206047,0.0005658441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06740845,"threshold_uncertainty_score":0.9997866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05294728708634084,"score_gpt":0.3399626936919719,"score_spread":0.2870154066056311,"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."}}