{"id":"W4412738286","doi":"10.7202/1118905ar","title":"Medical Necessity as an Ethical Imperative for Equitable Access to Abortion Services in Canada","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Bioethics","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Western University; Institute for Work & Health; Hamilton Health Sciences; University of Toronto; McMaster University","funders":"","keywords":"Abortion; Medical abortion; Business; Internet privacy; Computer science; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008022692,0.0002043032,0.0005145047,0.0008124975,0.02680193,0.01013754,0.001618998,0.004773976,0.003905363],"category_scores_gemma":[0.018433,0.0004012425,0.0003819888,0.001197515,0.02567435,0.001782412,0.00493554,0.008154058,0.0001732117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1318817,"about_ca_system_score_gemma":0.3794278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9892875,"about_ca_topic_score_gemma":0.9953552,"domain_scores_codex":[0.9872082,0.003233077,0.000397934,0.000726275,0.004454263,0.003980378],"domain_scores_gemma":[0.9839,0.006430758,0.0009011537,0.0003948972,0.0035649,0.004808351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003756197,0.00004434044,0.00533577,0.0001173259,0.00001727957,0.0007938955,0.03216662,0.0006242242,0.0004844061,0.8926881,0.04510256,0.02258784],"study_design_scores_gemma":[0.000125118,0.00008358065,0.03883955,0.001179005,0.00009704065,0.001013252,0.04497084,0.004156731,0.001098478,0.2673465,0.6407314,0.0003584905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09958277,0.01305903,0.005636353,0.5879986,0.001172063,0.0002464298,0.0002098558,0.0000549151,0.29204],"genre_scores_gemma":[0.9223557,0.003763486,0.004507584,0.04915346,0.0002134258,0.00005180373,0.00005004731,0.00002894277,0.01987545],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1318817,"threshold_uncertainty_score":0.9568731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0457718174865127,"score_gpt":0.4163861476480516,"score_spread":0.3706143301615389,"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."}}