{"id":"W4377232089","doi":"10.5694/mja2.51979","title":"Reimagining medical abortion in Australia: what do we need to do to meet women's needs and ensure ongoing access?","year":2023,"lang":"en","type":"article","venue":"The Medical Journal of Australia","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abortion; Medical abortion; Medicine; Family medicine; Business; Pregnancy; Misoprostol","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":[0.01072739,0.000548917,0.001237066,0.001480723,0.003695017,0.005715617,0.002648812,0.0080753,0.006174774],"category_scores_gemma":[0.03739031,0.0006044953,0.0008569767,0.001206187,0.004501171,0.008905683,0.00492456,0.008625777,0.001277334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007910749,"about_ca_system_score_gemma":0.05111082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09176189,"about_ca_topic_score_gemma":0.1649941,"domain_scores_codex":[0.9929033,0.003259684,0.0007164413,0.0003546552,0.001716517,0.001049463],"domain_scores_gemma":[0.9812893,0.005395248,0.001786881,0.0004129806,0.004447598,0.006667973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001158914,0.0005556541,0.01144014,0.01387107,0.0001003464,0.00181976,0.01491599,0.0004396894,0.000803754,0.01752526,0.1962325,0.7421799],"study_design_scores_gemma":[0.0001077044,0.0008770424,0.07021302,0.05675892,0.0002101581,0.003942406,0.04783938,0.001369738,0.0006928458,0.03833686,0.7793164,0.0003356485],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006849985,0.2112006,0.0008948175,0.7687036,0.004187617,0.0001609577,0.00007230417,0.00005620898,0.007873948],"genre_scores_gemma":[0.1415552,0.5957264,0.01381204,0.2305723,0.006164406,0.000662894,0.0002803213,0.0001057025,0.01112081],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09176189,"threshold_uncertainty_score":0.1824555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05871777782329575,"score_gpt":0.4045866442532157,"score_spread":0.3458688664299199,"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."}}