{"id":"W7009664577","doi":"","title":"Exploring the Socio-Ecological Influences on Family Physicians' and Residents' Commitment to Rural Maternity Care: A Scoping Review","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Maternity care; Thematic analysis; Interpersonal communication; Work (physics); Rural health; Schedule; Primary care; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002654523,0.0004352687,0.0006702121,0.0001179615,0.001253152,0.00005421893,0.0005409579,0.0002578816,0.004326811],"category_scores_gemma":[0.00004546478,0.0003418154,0.0001311159,0.0005388143,0.00006657901,0.0002098232,0.0003500343,0.001150985,0.0007557322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000805789,"about_ca_system_score_gemma":0.0002543724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001661475,"about_ca_topic_score_gemma":0.004217146,"domain_scores_codex":[0.9970011,0.0007826511,0.0005018946,0.000571607,0.0004560359,0.000686746],"domain_scores_gemma":[0.9985939,0.0003781847,0.0002874844,0.0003781843,0.0001682041,0.0001940183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001450721,0.0001747108,0.0182555,0.1731366,0.0004453581,0.0004815909,0.09681402,0.00007834147,0.00005575112,0.003712369,0.03367867,0.6717163],"study_design_scores_gemma":[0.0005662838,0.0003981294,0.05789594,0.4412215,0.0004320238,7.885883e-7,0.3451124,0.000002492169,0.00001450154,0.00009723988,0.1535857,0.0006730148],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.790803,0.01487559,0.000001354575,0.001714546,0.002394268,0.004738642,0.0000552272,0.0002366126,0.1851808],"genre_scores_gemma":[0.1888723,0.06933811,0.0002335353,0.02189918,0.001073443,0.0005945381,0.000446147,0.0002290816,0.7173136],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6710433,"threshold_uncertainty_score":0.9999034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07930858360713391,"score_gpt":0.3755010612268991,"score_spread":0.2961924776197652,"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."}}