{"id":"W4392188057","doi":"10.7759/cureus.55074","title":"Draw to Practice: A Qualitative Study Examining Factors Attracting Physicians to Rural Northern Ontario","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University","funders":"","keywords":"Staffing; Qualitative research; Government (linguistics); Rural area; Psychological intervention; Incentive; Rural health; Economic shortage; Nursing; Workforce; Health care; Medicine; Public relations; Psychology; Political science; Sociology","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":[0.004932702,0.0004457562,0.0005377744,0.0009553914,0.01269192,0.002770944,0.001713572,0.001319836,0.003563772],"category_scores_gemma":[0.009473382,0.0005098692,0.0002418034,0.00165487,0.008074814,0.00143499,0.003155404,0.001584116,0.0002762696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02494823,"about_ca_system_score_gemma":0.03147206,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5158224,"about_ca_topic_score_gemma":0.7217531,"domain_scores_codex":[0.996033,0.001969308,0.0001026023,0.0003368038,0.0005536546,0.001004588],"domain_scores_gemma":[0.9909259,0.005215257,0.000694467,0.0001861508,0.0009697399,0.002008457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001945197,0.00002576373,0.003376335,0.000087479,0.000001459903,0.0007397997,0.9922754,0.00002075709,0.0006194072,0.0002357626,0.000541831,0.002056502],"study_design_scores_gemma":[0.000003747421,0.00003823007,0.004210695,0.00008880251,0.000002508551,0.000106635,0.9855864,0.0000515747,0.00009895455,0.00006834219,0.00973683,0.000007345081],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989398,0.0004657858,0.000932797,0.002712374,0.0000419654,0.0003239627,0.0001521435,0.0000184069,0.005954529],"genre_scores_gemma":[0.9874862,0.001074168,0.00106195,0.001445687,0.00002272676,0.0003751906,0.0001029305,0.00002328595,0.0084078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4841776,"threshold_uncertainty_score":0.974058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1313530683447336,"score_gpt":0.5342915237091929,"score_spread":0.4029384553644592,"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."}}