{"id":"W4220924516","doi":"10.4103/cjrm.cjrm_4_21","title":"Northern Ontario's Obstetrical Services in 2020: A developing rural maternity care desert","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Rural Medicine","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; NOSM University","funders":"","keywords":"Maternity care; Rural area; Medicine; Government (linguistics); Service (business); Nursing; Family medicine; Geography; Socioeconomics; Business; Economic growth; Health care; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006283955,0.00022218,0.0001948289,0.0005102822,0.005205472,0.002277927,0.001105417,0.0009194853,0.005583821],"category_scores_gemma":[0.001100509,0.0001982211,0.0002150817,0.001455051,0.002185245,0.0008181152,0.001492522,0.0007772882,0.0004747766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03087986,"about_ca_system_score_gemma":0.07152262,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.957113,"about_ca_topic_score_gemma":0.9842342,"domain_scores_codex":[0.998995,0.00008000202,0.0000257582,0.00004335111,0.0003247438,0.0005311311],"domain_scores_gemma":[0.997141,0.00009723649,0.0003792305,0.00004038827,0.0004929052,0.001849286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004068911,0.0002519838,0.6584843,0.001379006,0.00009310927,0.009738967,0.04169574,0.001024668,0.00599972,0.01229145,0.135882,0.1327521],"study_design_scores_gemma":[0.00004150674,0.0001456524,0.7866755,0.0004331281,0.0000207588,0.0009828618,0.04992273,0.0003641962,0.0001617471,0.000811266,0.1604027,0.00003793046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8519928,0.008634781,0.0003860545,0.08741374,0.0004280347,0.0001822815,0.003199836,0.0001400199,0.04762251],"genre_scores_gemma":[0.9719367,0.004311204,0.000891908,0.007339977,0.00007711033,0.000070345,0.0007374716,0.00001940691,0.01461575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04288703,"threshold_uncertainty_score":0.2240501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02191640156068176,"score_gpt":0.2883452808288212,"score_spread":0.2664288792681394,"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."}}