{"id":"W4400582243","doi":"10.2196/preprints.63364","title":"User-Centered Design of a Health Professional Mentorship Platform to Improve Equitable Access to Abortion (Preprint)","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mentorship; Health care; Abortion; Medicine; Nursing; Reproductive health; Medical education; Political science; Population","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":[0.007607021,0.0005708696,0.0001813384,0.000613433,0.001294629,0.003251371,0.001329014,0.001141497,0.01193621],"category_scores_gemma":[0.01240029,0.0003446999,0.0006668603,0.0002520029,0.001025993,0.00207019,0.002892037,0.001036943,0.001976399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001052764,"about_ca_system_score_gemma":0.003072205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008787161,"about_ca_topic_score_gemma":0.001634056,"domain_scores_codex":[0.9949768,0.003599258,0.0001969263,0.0003469916,0.0005529807,0.000327029],"domain_scores_gemma":[0.9923428,0.003676247,0.0004195354,0.0007717281,0.00148374,0.001305918],"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":[0.001888305,0.006507335,0.03204324,0.003554781,0.0001707243,0.002524081,0.09919889,0.01036645,0.0570293,0.04843922,0.05010362,0.6881741],"study_design_scores_gemma":[0.001508473,0.01131957,0.03876718,0.001982773,0.0004297033,0.001548382,0.04787489,0.06204939,0.05295592,0.02752733,0.7535437,0.0004927501],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4617759,0.000328146,0.4386136,0.005366642,0.0006701016,0.01163947,0.0007431853,0.006721375,0.07414155],"genre_scores_gemma":[0.4344879,0.0002134843,0.5264329,0.001241849,0.00007748784,0.00705475,0.0006252486,0.0005147795,0.0293516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01193621,"threshold_uncertainty_score":0.04023027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1149749284130514,"score_gpt":0.4207832146850594,"score_spread":0.305808286272008,"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."}}