{"id":"W4406799304","doi":"10.1089/whr.2024.0098","title":"Challenges in Providing Gynecological Procedures in Primary Care: A Survey of Canadian Academic Family Physicians","year":2025,"lang":"en","type":"article","venue":"Women s Health Reports","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Network for Innovation in Education; Bruyère; University of Ottawa","funders":"University of Ottawa","keywords":"Primary care; Family medicine; Medicine; Nursing; Medical education","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.002052302,0.0002041837,0.0002981986,0.001284851,0.004145883,0.001235606,0.001274263,0.0007298667,0.002751016],"category_scores_gemma":[0.008083714,0.0003888851,0.0002940317,0.003710913,0.001077429,0.0005668832,0.0009244758,0.0008469151,0.0002573993],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02150495,"about_ca_system_score_gemma":0.03370622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9726672,"about_ca_topic_score_gemma":0.9828469,"domain_scores_codex":[0.9969633,0.000369442,0.0001677275,0.0002307057,0.001325336,0.0009433842],"domain_scores_gemma":[0.991807,0.0008873804,0.001712265,0.0001369543,0.002432856,0.00302349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003895763,0.0001030708,0.9795173,0.0001178678,0.0000205398,0.0001980775,0.00766382,0.00005611943,0.000235189,0.00009622925,0.00250071,0.009452033],"study_design_scores_gemma":[0.000006542631,0.00005335204,0.9847311,0.00008116762,0.000007629593,0.0001434113,0.01293362,0.0001367695,0.00003856328,0.00001247152,0.001845183,0.0000101936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928225,0.0008555574,0.00006547302,0.002332809,0.00002112208,0.00005900155,0.0008490921,0.000008030881,0.002986502],"genre_scores_gemma":[0.9977311,0.0007544003,0.0001612523,0.0006857726,0.00001132139,0.00001597748,0.0002372692,0.000002450698,0.000400421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9784951,"threshold_uncertainty_score":0.1560301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09673039826233677,"score_gpt":0.351265860275001,"score_spread":0.2545354620126642,"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."}}