{"id":"W2807812498","doi":"","title":"Needs of the many: Northern Ontario School of Medicine students' experience of generalism and rural practice.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University; NOSM University","funders":"","keywords":"Context (archaeology); Specialty; Medical education; Rural area; Scope (computer science); Generalist and specialist species; Scope of practice; Rural health; Nursing; Health care; Medicine; Sociology; Political science; Geography; Family medicine; Ecology","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":[0.001714842,0.0001511561,0.0002615933,0.0003406279,0.006536546,0.002354852,0.0006111772,0.001022348,0.004131491],"category_scores_gemma":[0.003010631,0.0002402135,0.0001519822,0.0008061489,0.00410893,0.001071938,0.003005413,0.001234907,0.0002583451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01273662,"about_ca_system_score_gemma":0.03003475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4509632,"about_ca_topic_score_gemma":0.8246807,"domain_scores_codex":[0.9984384,0.0004514049,0.00004662506,0.00009778874,0.0003873165,0.0005784811],"domain_scores_gemma":[0.9956696,0.0004103852,0.0006249489,0.00007817931,0.0004444002,0.002772476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005493901,0.00006852486,0.1233825,0.0002542615,0.000009014449,0.001647856,0.8419176,0.0000427533,0.001926216,0.001401528,0.009416072,0.01987876],"study_design_scores_gemma":[0.000008408423,0.00008642094,0.1512315,0.0001574747,0.000006905164,0.0004636092,0.8103909,0.00003153563,0.00009028542,0.0001933283,0.03732121,0.00001841945],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776151,0.0009896817,0.00009927865,0.01203475,0.00005758897,0.00003698469,0.00007374105,0.00001089697,0.009082012],"genre_scores_gemma":[0.9931896,0.0006083727,0.0001555102,0.001543511,0.00001313596,0.00001893562,0.00003823598,0.000004034869,0.0044286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5490368,"threshold_uncertainty_score":0.8966766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0467567164205999,"score_gpt":0.4002350002600579,"score_spread":0.353478283839458,"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."}}