{"id":"W6902134617","doi":"10.6084/m9.figshare.20438445.v1","title":"Additional file 1 of Selecting implementation models, theories, and frameworks in which to integrate intersectional approaches","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Université Laval; University of Calgary; University of Ottawa; McGill University; University of Waterloo; University of British Columbia; Public Health Ontario; York University; McMaster University; University of Manitoba; Ottawa Hospital","funders":"","keywords":"Prioritization; Selection (genetic algorithm); Key (lock); Matching (statistics); Black box","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007754986,0.001017728,0.001212363,0.004318377,0.001410889,0.001780743,0.002160647,0.001268791,0.8950613],"category_scores_gemma":[0.113699,0.0007450997,0.001078379,0.006952866,0.0003546566,0.003072697,0.00168321,0.001545697,0.1517598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002197185,"about_ca_system_score_gemma":0.005502368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01071241,"about_ca_topic_score_gemma":0.02187751,"domain_scores_codex":[0.9966063,0.00142301,0.0006381908,0.0003541559,0.0006668675,0.0003113826],"domain_scores_gemma":[0.8615049,0.1166234,0.003878739,0.004461932,0.01214898,0.001382017],"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":[0.0001889188,0.0000806641,0.001110084,0.001769876,0.00002296886,0.00001553438,0.0001692198,0.0001887733,0.00001561773,0.0013251,0.9877456,0.007367607],"study_design_scores_gemma":[0.007141707,0.0003447405,0.02870973,0.007520294,0.0002905474,0.0002051809,0.002612239,0.002167284,0.000608113,0.02119605,0.929013,0.0001912461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00038282,0.00001832043,0.0005625904,0.0002355851,0.00003020751,0.0007217159,0.9933902,0.0002019312,0.004456566],"genre_scores_gemma":[0.01942759,0.0002832087,0.01596525,0.001246715,0.000120418,0.03898162,0.8928524,0.001429111,0.02969364],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8950613,"threshold_uncertainty_score":0.1496823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4854933976300589,"score_gpt":0.5478709849384775,"score_spread":0.06237758730841864,"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."}}