{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001161919,0.00007747648,0.0001854171,0.00004760828,0.0002319514,0.000005414694,0.00002034271,0.00001574433,0.000001086463],"category_scores_gemma":[0.002024267,0.00004958238,0.000008887202,0.0002492278,0.0001314928,0.00003643189,0.00003806333,0.00007382678,0.000002760043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007754395,"about_ca_system_score_gemma":0.000250212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02685064,"about_ca_topic_score_gemma":0.1603253,"domain_scores_codex":[0.9991959,0.0000691622,0.0002101965,0.0002361579,0.0001142138,0.0001743665],"domain_scores_gemma":[0.999302,0.0001291062,0.00005831205,0.0001518135,0.0002680849,0.00009065016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001317678,0.00003323685,0.9844892,0.0001996292,0.00003060097,5.188409e-7,0.0009208526,2.321337e-7,0.0007574597,0.00001148915,0.0005369112,0.01288807],"study_design_scores_gemma":[0.0004233065,0.0002522749,0.9980531,0.00006110887,0.00001507577,0.000002634671,0.0004259369,0.00001155072,0.0002490157,0.0001144441,0.0003436465,0.00004788168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948959,0.001728561,0.00000117403,0.002308658,0.0001201785,0.0007973146,0.00001159488,0.00002238852,0.0001142178],"genre_scores_gemma":[0.9991421,0.0001743184,0.0001436578,0.0001357673,0.00005365261,0.00002078692,0.000007589254,0.000004939262,0.0003172429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1334747,"threshold_uncertainty_score":0.9796296,"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."}}