{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00877506,0.000741153,0.0003692107,0.001147611,0.0007758796,0.002679133,0.001414404,0.0008626768,0.02110433],"category_scores_gemma":[0.03529728,0.000341128,0.0007302757,0.0005415004,0.0007803845,0.002623692,0.002273743,0.001293396,0.003502896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142328,"about_ca_system_score_gemma":0.004511295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001450886,"about_ca_topic_score_gemma":0.002933334,"domain_scores_codex":[0.9957203,0.002849567,0.0003684827,0.0002796673,0.0006147775,0.0001672984],"domain_scores_gemma":[0.9816979,0.013976,0.0007348135,0.0007301277,0.00155958,0.001301592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001121389,0.001386651,0.01399469,0.002258047,0.0001409713,0.0008277511,0.007477024,0.002918246,0.004092192,0.01474195,0.1331772,0.8178639],"study_design_scores_gemma":[0.002094551,0.002579311,0.01045795,0.003855592,0.000449626,0.002112116,0.008459453,0.02977002,0.01461182,0.02697383,0.8982168,0.0004189756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2396823,0.003128493,0.4851452,0.03801619,0.002116572,0.01550142,0.01702428,0.03366071,0.1657249],"genre_scores_gemma":[0.1504145,0.0008688589,0.8237329,0.00311359,0.0001582643,0.003835666,0.002714559,0.0005454033,0.01461629],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02110433,"threshold_uncertainty_score":0.07060105,"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."}}