{"id":"W2137871062","doi":"10.12927/cjnl.2008.20291","title":"The Acute Care Nurse Practitioner in Ontario: A Workforce Study","year":2008,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care","funders":"","keywords":"Nursing; Workforce; Legislation; Health care; Acute care; Medicine; Nurse practitioners; Health human resources; Legislature; Oncology nursing; Nurse education; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006301765,0.0001914117,0.0002266276,0.0000964039,0.00267057,0.00003455795,0.0002555257,0.0001913442,0.0002220903],"category_scores_gemma":[0.0001475492,0.0001437423,0.00005427138,0.0002967293,0.0001654699,0.0003553775,0.00001097784,0.00192892,0.0002571049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158237,"about_ca_system_score_gemma":0.0007282529,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01282886,"about_ca_topic_score_gemma":0.1543111,"domain_scores_codex":[0.9971172,0.0009648386,0.000413743,0.0003334724,0.0003776089,0.0007931925],"domain_scores_gemma":[0.9980154,0.00103692,0.0002474424,0.0004647721,0.0001239667,0.000111484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007860702,0.0004725118,0.4017424,0.00002077441,0.00004020693,0.00009233798,0.5686414,0.0000178009,0.00002295373,0.0004082617,0.01923096,0.008524313],"study_design_scores_gemma":[0.001123904,0.0002027982,0.3923942,0.000620631,0.00006917305,0.00002171868,0.5471704,0.000006584808,0.000004355721,0.0001656268,0.05804776,0.0001729112],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8710639,0.001068606,0.00002330322,0.02579891,0.003315793,0.001468338,0.000002069029,0.0001378644,0.09712116],"genre_scores_gemma":[0.9669439,0.00001715965,0.0001651324,0.0008389979,0.0002668533,0.0001150871,0.00001114818,0.00003598552,0.03160579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1414823,"threshold_uncertainty_score":0.9986278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2955939550791274,"score_gpt":0.4406680488616947,"score_spread":0.1450740937825673,"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."}}