{"id":"W3000269639","doi":"10.1371/journal.pone.0227216","title":"Leadership for success in transforming medical abortion policy in Canada","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"Canadian Institutes of Health Research; Provincial Health Services Authority; Michael Smith Health Research BC","keywords":"Thematic analysis; Context (archaeology); Autonomy; Public relations; Abortion; Reproductive health; Medicine; CLARITY; Health policy; Qualitative research; Political science; Medical education; Nursing; Sociology; Public health; Law; Population; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001797762,0.00005650296,0.000205662,0.00006334317,0.00001454806,0.000002126949,0.00003729137,0.00005118729,0.00004337445],"category_scores_gemma":[0.0007892627,0.00005517424,0.00001508324,0.0002446805,0.00001224813,0.00005706285,0.000002353992,0.0001899755,0.000002053677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003537305,"about_ca_system_score_gemma":0.002053987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4891066,"about_ca_topic_score_gemma":0.8155326,"domain_scores_codex":[0.998996,0.00002219806,0.0002366167,0.0001790765,0.000323701,0.0002424743],"domain_scores_gemma":[0.9996327,0.00003901934,0.00002543378,0.00006305544,0.00003536791,0.0002044079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002736456,0.001185342,0.8661492,0.005733915,0.00006849901,0.0001072405,0.004108392,0.00001371902,0.02678974,0.0005877325,0.0002526629,0.09226709],"study_design_scores_gemma":[0.01003868,0.0007164851,0.9308105,0.001645568,0.00008670869,0.000007741267,0.002632302,0.0112,0.04134186,0.000180758,0.00103272,0.0003067137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8280834,0.0002116108,0.0001118139,0.1707946,0.00001406584,0.0006018422,0.000003106099,0.00001022853,0.0001693286],"genre_scores_gemma":[0.9927895,0.00007528705,0.00008356513,0.006303066,0.0006102218,0.00008622768,0.00001700536,0.000008893476,0.00002621031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3264261,"threshold_uncertainty_score":0.5142955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1450731524344807,"score_gpt":0.3131180235444315,"score_spread":0.1680448711099508,"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."}}