{"id":"W4210270886","doi":"10.21203/rs.3.rs-1284940/v1","title":"Development and Pilot Testing of the 2019 Canadian Abortion Provider Survey","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Montréal; University of Toronto; University of British Columbia","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada","keywords":"Abortion; Business; 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":[0.07774261,0.0008709772,0.0006329906,0.00300415,0.003835702,0.0023824,0.002387686,0.0009340379,0.007282631],"category_scores_gemma":[0.0839968,0.00108823,0.001132853,0.00351446,0.001898755,0.001686659,0.002565844,0.001817926,0.001711877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02389328,"about_ca_system_score_gemma":0.07725111,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4475459,"about_ca_topic_score_gemma":0.4862466,"domain_scores_codex":[0.9620502,0.0194886,0.003623679,0.002231012,0.008724728,0.003881864],"domain_scores_gemma":[0.9021626,0.02994179,0.002456101,0.005380291,0.05639058,0.003668637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001884908,0.005196895,0.2121473,0.003961455,0.0001855175,0.001205456,0.1184495,0.007073246,0.00861722,0.01323221,0.108645,0.5194013],"study_design_scores_gemma":[0.001239293,0.004872931,0.6077998,0.001717874,0.0001850275,0.0003112482,0.09438424,0.01268608,0.009564722,0.003294792,0.2635257,0.0004183787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.6542028,0.0004425993,0.05917461,0.007878186,0.0007399244,0.2040934,0.02215235,0.001284613,0.05003148],"genre_scores_gemma":[0.5438017,0.0006840457,0.1974083,0.004192176,0.0001347107,0.2331905,0.01120648,0.000300421,0.009081635],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.5524541,"threshold_uncertainty_score":0.8898818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2107991407416197,"score_gpt":0.43284511072481,"score_spread":0.2220459699831903,"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."}}