{"id":"W3200511830","doi":"10.1111/birt.12591","title":"The impact of family physicians in rural maternity care","year":2021,"lang":"en","type":"article","venue":"Birth","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cascades (Canada)","funders":"","keywords":"Maternity care; Medicine; Family medicine; Rural area; Population; Pregnancy; Nursing; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0001616417,0.00009448234,0.0002064304,0.00002195741,0.0002979622,0.000005198339,0.0001466323,0.00008448996,0.0001135621],"category_scores_gemma":[0.00006762797,0.00006179434,0.00007506763,0.0002689117,0.00004102187,0.0000397611,0.00009116298,0.0002903564,0.0001320105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002612938,"about_ca_system_score_gemma":0.0004300505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008066469,"about_ca_topic_score_gemma":0.003579334,"domain_scores_codex":[0.9985282,0.0003952527,0.0003371658,0.000107286,0.0001498765,0.0004822094],"domain_scores_gemma":[0.9990823,0.000218851,0.000128779,0.0003226492,0.0001889272,0.00005853658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007954873,0.00004192241,0.9741631,0.0002563287,0.00001322739,0.00001372154,0.0091652,0.00006112828,0.0004720499,0.0006324174,0.005192463,0.009908948],"study_design_scores_gemma":[0.0004204891,0.00005453759,0.9328372,0.0004986239,0.000002619843,4.572e-7,0.0587457,0.00004395981,0.0001017213,0.0003015218,0.006923858,0.00006933034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983878,0.001941726,0.00000159796,0.0002497054,0.0003222237,0.0002864422,0.00007387257,0.00003369935,0.0132128],"genre_scores_gemma":[0.9975866,0.0003511733,0.00003623756,0.0002449265,0.00009782769,0.00002712165,0.00001354965,0.00001349219,0.001629035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0495805,"threshold_uncertainty_score":0.9985389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03583152825704816,"score_gpt":0.4419015358106929,"score_spread":0.4060700075536447,"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."}}