{"id":"W4360615327","doi":"10.1186/s40814-023-01279-1","title":"Development and pilot testing of the 2019 Canadian Abortion Provider Survey","year":2023,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Montréal; B.C. Women's Hospital & Health Centre; Canada Research Chairs; Women's Health Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada","keywords":"Abortion; Family medicine; Medicine; Pregnancy","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":[0.07073068,0.0008569541,0.0006049846,0.002944974,0.003429163,0.002197688,0.002366329,0.0008664321,0.006880528],"category_scores_gemma":[0.07752179,0.001002604,0.001094457,0.003528223,0.001746122,0.001567769,0.002446984,0.001798103,0.001564104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02466075,"about_ca_system_score_gemma":0.08290615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4979474,"about_ca_topic_score_gemma":0.5302344,"domain_scores_codex":[0.9662105,0.01619367,0.003143016,0.002130981,0.008735012,0.003586707],"domain_scores_gemma":[0.9129813,0.02282316,0.002120302,0.004605693,0.05403322,0.003436343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002056664,0.004847039,0.2145315,0.0036896,0.0001975025,0.001043006,0.09790825,0.006961575,0.008285885,0.01434305,0.1215364,0.5245996],"study_design_scores_gemma":[0.001275812,0.004102893,0.6151157,0.001487826,0.0001781727,0.0002831999,0.07373922,0.01119044,0.008038013,0.002945125,0.2812599,0.0003835972],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6090763,0.0005297773,0.06120189,0.009212885,0.000824722,0.2266749,0.03033653,0.0013696,0.06077333],"genre_scores_gemma":[0.5045133,0.0008381413,0.2228824,0.004559082,0.0001360521,0.2409803,0.0159524,0.0003042337,0.009834008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5020526,"threshold_uncertainty_score":0.9900981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.364772995988501,"score_gpt":0.4047886094182694,"score_spread":0.04001561342976834,"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."}}