{"id":"W4414990526","doi":"10.64628/aam.3d3wpj337","title":"The evidence is clear: National pharmacare for contraception can’t wait","year":2025,"lang":"en","type":"article","venue":"","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of British Columbia","funders":"","keywords":"Government (linguistics); Work (physics); Population; Subject (documents)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0273094,0.0008717552,0.002751776,0.001647605,0.002392555,0.007866206,0.00311915,0.01917786,0.0675609],"category_scores_gemma":[0.1908802,0.0008866717,0.005431931,0.002233826,0.005840238,0.009141328,0.003837055,0.02285246,0.007182912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007331307,"about_ca_system_score_gemma":0.0188905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03755638,"about_ca_topic_score_gemma":0.06865759,"domain_scores_codex":[0.9693615,0.01479532,0.003701979,0.002781855,0.006861105,0.002498333],"domain_scores_gemma":[0.730554,0.2174401,0.02435105,0.004740696,0.01467262,0.008241376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005470296,0.0003700902,0.01292722,0.02188552,0.00594123,0.0004104923,0.0007466964,0.0004969369,0.0002719643,0.06338461,0.6385168,0.2495781],"study_design_scores_gemma":[0.007401206,0.0008713219,0.0242436,0.07467981,0.009293902,0.000448652,0.00228625,0.0004237008,0.0005551031,0.04316802,0.8363811,0.0002473513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002630915,0.1006424,0.0004591056,0.8422986,0.0191279,0.00008114267,0.001390196,0.00004074992,0.03332901],"genre_scores_gemma":[0.05157515,0.05365657,0.001249087,0.8683217,0.01871429,0.0001776553,0.0005717583,0.00007967131,0.005654127],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0675609,"threshold_uncertainty_score":0.2260137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06166195569487582,"score_gpt":0.4149026522755261,"score_spread":0.3532406965806503,"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."}}