{"id":"W4416419314","doi":"10.1186/s12875-025-03049-9","title":"Facilitators, barriers, and priorities for enhancing primary care recruitment and retention in Saskatchewan, Canada","year":2025,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; University of Regina; University of Saskatchewan","funders":"Ministry of Health, Saskatchewan; Saskatchewan Health Research Foundation","keywords":"Primary care; Quality (philosophy); Primary health care; Health care; Healthcare delivery; MEDLINE; Healthcare policy; Quality management","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004722937,0.0003084035,0.0006592975,0.00020401,0.0008877682,0.00002117794,0.0001530104,0.0002882563,0.00002181536],"category_scores_gemma":[0.0001525618,0.0003098988,0.00007241806,0.0001982831,0.00007229576,0.0002012859,0.0002983481,0.0004835212,9.624919e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007670279,"about_ca_system_score_gemma":0.0257128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1584936,"about_ca_topic_score_gemma":0.9550717,"domain_scores_codex":[0.997222,0.0003657453,0.0008019573,0.000607041,0.000270506,0.0007327438],"domain_scores_gemma":[0.998063,0.0008674629,0.000158202,0.00037834,0.0002895419,0.0002434595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005111088,0.000006998962,0.8264497,0.05619775,0.00005099775,0.00001365547,0.02877715,0.000001999286,0.0004505761,0.0004047177,0.02902546,0.05810988],"study_design_scores_gemma":[0.003492374,0.0001340677,0.5271334,0.001460284,0.00009285001,0.000001620129,0.2651691,0.000002856083,0.0001228104,0.0003325702,0.2015678,0.0004902394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8908226,0.07513177,0.0005368131,0.002028933,0.002683273,0.007843705,0.001649457,0.0001770098,0.01912647],"genre_scores_gemma":[0.9135145,0.00225517,0.00913732,0.05064975,0.000480665,0.00507276,0.002186992,0.0001284332,0.01657443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7965781,"threshold_uncertainty_score":0.9999353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03598703768400986,"score_gpt":0.34905089620309,"score_spread":0.3130638585190802,"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."}}