{"id":"W4295358241","doi":"10.12927/hcpol.2022.26904","title":"Building Blocks to Sustainable Rural Maternity Care: Toward a Systems Approach to Service Planning","year":2022,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Maternity care; Referral; Business; Service (business); Caesarean section; Nursing; Compensation (psychology); Service system; Service provider; Rural area; Environmental planning; Medicine; Health care; Economic growth; Geography; Pregnancy; Marketing; Psychology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003574749,0.0002047471,0.000387501,0.0004863953,0.000633482,0.00005875252,0.0002525349,0.00006452264,0.00009207566],"category_scores_gemma":[0.00004640291,0.0002043372,0.00008522114,0.0009238542,0.000008333355,0.00005502803,0.0005152058,0.0004372657,0.00004267088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001482042,"about_ca_system_score_gemma":0.0005201159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2070726,"about_ca_topic_score_gemma":0.000053086,"domain_scores_codex":[0.9976626,0.0001404801,0.000469009,0.0003417426,0.0004556625,0.0009304953],"domain_scores_gemma":[0.9982998,0.00001911304,0.00008759085,0.0003648289,0.0003154443,0.0009131951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006628385,0.001730221,0.1007379,0.3479736,0.0003349442,0.002001584,0.2121509,0.02676805,0.001070308,0.2543127,0.02596894,0.02032251],"study_design_scores_gemma":[0.001238267,0.002278496,0.02491642,0.001058087,0.00002629661,0.001939723,0.06189469,0.0008536973,0.0001649195,0.0002095258,0.9048804,0.0005394866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9577,0.0009950643,0.0004296269,0.03546292,0.0004404851,0.001856498,0.0003433478,0.0002084257,0.002563704],"genre_scores_gemma":[0.9764501,0.000003094598,0.0006362275,0.01269263,0.0006550414,0.0009682478,0.00004835748,0.00004343361,0.0085029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8789114,"threshold_uncertainty_score":0.8332627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05730706359323949,"score_gpt":0.3920328261492279,"score_spread":0.3347257625559884,"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."}}