{"id":"W4415091939","doi":"10.21203/rs.3.rs-7583462/v1","title":"Abortion Doulas’ Experiences and Perspectives on Abortion Care in Ontario, Canada","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Abortion; Feeling; Mainstream; Participant observation; Qualitative research; Family planning; Medical abortion; Focus group","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002111798,0.0001323931,0.00033601,0.000874317,0.02220475,0.005230851,0.001214385,0.00128569,0.007128138],"category_scores_gemma":[0.00688892,0.0004041369,0.0002673681,0.002606279,0.006068907,0.001329576,0.003024916,0.002875611,0.0002038907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1030599,"about_ca_system_score_gemma":0.1351965,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9940243,"about_ca_topic_score_gemma":0.9983994,"domain_scores_codex":[0.9971201,0.0007441323,0.00008186096,0.0001376511,0.0006176718,0.001298548],"domain_scores_gemma":[0.9890438,0.00269982,0.001036641,0.0001320511,0.001779855,0.005307826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001746243,0.00009668393,0.08478727,0.0001497421,0.00002589451,0.001375702,0.8697478,0.0001405135,0.0004987404,0.01402143,0.01458212,0.01439955],"study_design_scores_gemma":[0.00001532492,0.00002899602,0.1156306,0.0002540411,0.00001202194,0.000167273,0.8117259,0.00008559505,0.00009449224,0.0002996329,0.0716439,0.00004232755],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9295109,0.002118704,0.00009787823,0.02790071,0.0001202739,0.00005210364,0.0005087121,0.000007274396,0.03968357],"genre_scores_gemma":[0.9841127,0.001751978,0.0001161917,0.002343432,0.00002071391,0.00002515413,0.0001145433,0.00001474601,0.01150042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1030599,"threshold_uncertainty_score":0.7477554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05424910954123669,"score_gpt":0.4062550456121575,"score_spread":0.3520059360709208,"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."}}