{"id":"W2176394939","doi":"10.1177/1753495x15595308","title":"Global obstetric medicine: Collaborating towards global progress in maternal health","year":2015,"lang":"en","type":"article","venue":"Obstetric Medicine","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia","funders":"","keywords":"Medicine; Scope (computer science); Global health; Maternal-fetal medicine; Alternative medicine; Health care; Population; Family medicine; Economic growth; Nursing; Pregnancy; Public health; Environmental health; Obstetrics and gynaecology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001361363,0.0005664564,0.001612909,0.000477379,0.0001219467,0.00002697529,0.000428813,0.0002441606,0.0002087433],"category_scores_gemma":[0.002628431,0.0003937368,0.00007832058,0.007341873,0.0004070025,0.0001511923,0.0001565839,0.0004178864,0.0001039472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003270512,"about_ca_system_score_gemma":0.001727451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006836089,"about_ca_topic_score_gemma":0.0002849853,"domain_scores_codex":[0.9938589,0.0002620009,0.001618725,0.0007884242,0.002197362,0.001274544],"domain_scores_gemma":[0.9960681,0.0001287861,0.0005467738,0.0006102471,0.0006612188,0.001984845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003511846,0.0002239401,0.889429,0.0006566872,0.00005291976,0.0009900758,0.0006254247,0.000007924182,0.000001772888,0.001822243,0.03921483,0.06662396],"study_design_scores_gemma":[0.01600013,0.00400925,0.9452524,0.002587578,0.0001023663,0.001278968,0.002682851,0.0002678377,0.000004851506,0.001111424,0.02633146,0.0003708449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7819307,0.09336007,0.0001029173,0.07173877,0.006097308,0.001885762,0.00009974656,0.0003705164,0.04441424],"genre_scores_gemma":[0.9865193,0.0007156819,0.0009318065,0.009578915,0.001571742,0.00003520236,0.00008073983,0.00003386312,0.0005327237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2045887,"threshold_uncertainty_score":0.9998515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03807686656010387,"score_gpt":0.3567656798852117,"score_spread":0.3186888133251078,"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."}}