{"id":"W2345907433","doi":"10.1016/s1701-2163(16)31045-3","title":"It Ain’t Necessarily So: Most Women do not Strongly Prefer Female Obstetrician-Gynaecologists","year":2002,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Obstetrics and gynaecology; Medicine; Gynecology; Preference; Family medicine; Obstetrics; Outpatient clinic; Pregnancy","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":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006024288,0.0003137033,0.000804617,0.0005570029,0.001314766,0.00004506453,0.0008554237,0.0005168944,0.003688663],"category_scores_gemma":[0.01710724,0.0002832988,0.0000751804,0.001031908,0.0001886679,0.0002863743,0.0003410003,0.002058706,0.00002457266],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006702475,"about_ca_system_score_gemma":0.004280052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01484676,"about_ca_topic_score_gemma":0.05344505,"domain_scores_codex":[0.9949533,0.0009866341,0.001852135,0.0003456467,0.0007413556,0.001120965],"domain_scores_gemma":[0.9810783,0.01424867,0.001892414,0.0006639387,0.001397207,0.0007195073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000274418,0.0003672242,0.8053838,0.0005209735,0.0002800972,0.0008679166,0.01458105,0.0003724831,0.000005530366,0.0006180833,0.07948641,0.09748901],"study_design_scores_gemma":[0.004703159,0.0009968708,0.5492253,0.0000336117,0.00006620355,0.00001754599,0.02731084,0.0005515103,0.000004232222,0.0001593263,0.416465,0.000466378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8864302,0.03892247,0.00002454403,0.01053219,0.04255461,0.001283976,0.0001911668,0.00004163995,0.02001924],"genre_scores_gemma":[0.9899443,0.0009455315,0.0004755577,0.006784515,0.00008740123,0.00007187852,0.000006932001,0.00003981706,0.001644099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3369786,"threshold_uncertainty_score":0.9999854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1032667680783424,"score_gpt":0.329794659895576,"score_spread":0.2265278918172337,"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."}}