{"id":"W4306730219","doi":"10.4103/cjrm.cjrm_1_21","title":"Northern Ontario's Rural Physician Teams: Who, why and for how long","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Rural Medicine","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; NOSM University","funders":"","keywords":"Family medicine; Demographics; Complement (music); Medicine; Government (linguistics); Psychology; Demography","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008745565,0.0001922473,0.0005712054,0.0002653326,0.001595348,0.00001081957,0.0003070919,0.00008199958,0.0009986273],"category_scores_gemma":[0.0002436438,0.0001551097,0.00007664265,0.0002345659,0.0001704551,0.0001628774,0.00002804809,0.001099272,0.000003942316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002346976,"about_ca_system_score_gemma":0.003383985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3661905,"about_ca_topic_score_gemma":0.9531379,"domain_scores_codex":[0.9978384,0.000255082,0.0005933593,0.0001071882,0.0003590721,0.0008468468],"domain_scores_gemma":[0.9972181,0.0002870381,0.0005587277,0.0001840727,0.0004254578,0.001326613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000221476,0.00001293355,0.5471435,0.0002232982,0.00008361403,0.0001600557,0.03071178,0.00002794729,0.00006980557,0.0007174214,0.4062988,0.01432944],"study_design_scores_gemma":[0.003321385,0.001810589,0.06295269,0.001942893,0.0001124328,0.0001539265,0.1376099,0.00001689051,0.000004251001,0.001467728,0.7903721,0.0002352734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8909488,0.004119425,0.00006269158,0.1000575,0.002643058,0.000761417,0.00004516496,0.000009739107,0.001352228],"genre_scores_gemma":[0.9779404,0.00003557159,0.00004712355,0.01256291,0.001639981,0.00004232948,0.00002805587,0.00003528557,0.007668293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5869474,"threshold_uncertainty_score":0.9999146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03000550806649435,"score_gpt":0.3509067277519122,"score_spread":0.3209012196854178,"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."}}