{"id":"W4386258583","doi":"10.1016/j.pecinn.2023.100203","title":"Development of My Decision/Mi Decisión, a web-based decision aid to support permanent contraception decision making","year":2023,"lang":"en","type":"article","venue":"PEC Innovation","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities","keywords":"Sterilization (economics); Decision aids; Deliberation; Decision support system; Family planning; Decision analysis; Medicine; Gynecology; Population; Computer science; Business; Political science; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002578398,0.0002867875,0.0005029711,0.001864044,0.0002621566,0.00004236008,0.0001686776,0.0002123682,0.0004695014],"category_scores_gemma":[0.002457918,0.000267385,0.000102028,0.003827,0.00004263478,0.0002305044,0.00008634797,0.000252237,0.000859854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004546401,"about_ca_system_score_gemma":0.000886064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005401783,"about_ca_topic_score_gemma":0.00004668683,"domain_scores_codex":[0.9955291,0.00004595701,0.00174069,0.0007634303,0.001406505,0.0005143307],"domain_scores_gemma":[0.9967041,0.0004057352,0.000450068,0.0006577714,0.001625197,0.0001571177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003789047,0.0002157162,0.01064971,0.0001006626,0.00002090231,0.00001920484,0.0006057455,0.0004630376,0.0495926,0.0004281348,0.008584011,0.9255312],"study_design_scores_gemma":[0.00855437,0.00101276,0.8433505,0.002004471,0.00007256435,0.00005141753,0.0005486796,0.006403285,0.01638731,0.002827949,0.1182141,0.000572676],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8232753,0.00002996253,0.1735924,0.0007149794,0.000671781,0.001160399,0.000009953052,0.0001730298,0.0003721986],"genre_scores_gemma":[0.8860655,0.00002025263,0.1119853,0.001025395,0.0003238582,0.0001733388,0.0002514381,0.00004630303,0.0001085935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9249585,"threshold_uncertainty_score":0.9999778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04701457210295022,"score_gpt":0.3687344603070239,"score_spread":0.3217198882040737,"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."}}