{"id":"W4390470801","doi":"10.28984/npoj.v3i2.451","title":"Patient Complexity in Nurse Practitioner-Led Clinics in Ontario","year":2023,"lang":"en","type":"article","venue":"Canadian Nurse Practitioner Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University; 123 Certification (Canada)","funders":"","keywords":"Nursing; Nurse practitioners; Medicine; Psychology; Family medicine; Political science; Health care","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001185043,0.000156697,0.0002933432,0.0006993925,0.003825901,0.001579868,0.0009222931,0.0005078892,0.005158035],"category_scores_gemma":[0.007764047,0.000363482,0.000282309,0.001538723,0.001079064,0.0006297769,0.0020068,0.001005311,0.0002407094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03708683,"about_ca_system_score_gemma":0.03888929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8360482,"about_ca_topic_score_gemma":0.9455105,"domain_scores_codex":[0.9968509,0.0006065851,0.000179568,0.0003532593,0.001101016,0.000908726],"domain_scores_gemma":[0.9886275,0.001048675,0.003742212,0.0002145051,0.001669236,0.004697828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000166859,0.0002230462,0.9610204,0.0001911408,0.00003793548,0.0007745198,0.01522928,0.00017039,0.0005040425,0.0002176832,0.004548463,0.01691637],"study_design_scores_gemma":[0.00002477443,0.0001329294,0.9877384,0.0000754487,0.000009554491,0.0002199831,0.009167415,0.0002756747,0.00004601731,0.00006742988,0.002225178,0.00001727503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932746,0.0003470072,0.0001556083,0.001339442,0.00002119002,0.0001672158,0.0006337598,0.00002037508,0.004040781],"genre_scores_gemma":[0.9982229,0.0001811368,0.0002823418,0.000357628,0.00001147521,0.00004644093,0.0002074052,0.000005183511,0.0006855216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8360482,"threshold_uncertainty_score":0.3298347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1025335819524223,"score_gpt":0.4254751490845652,"score_spread":0.3229415671321428,"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."}}