{"id":"W6902186334","doi":"10.6084/m9.figshare.20438445","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":"Mosquito-borne diseases and control","field":"Medicine","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":[0.00658646,0.0009691959,0.001220591,0.00385291,0.001123646,0.001818111,0.002161775,0.00109762,0.8813716],"category_scores_gemma":[0.09230419,0.0006274813,0.001233052,0.006429561,0.0003194045,0.002652616,0.00150248,0.001371085,0.1346863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002063526,"about_ca_system_score_gemma":0.004933948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01148764,"about_ca_topic_score_gemma":0.02285683,"domain_scores_codex":[0.9973428,0.001125157,0.0004895179,0.0003081926,0.0004765062,0.0002578609],"domain_scores_gemma":[0.8915735,0.09251878,0.002756016,0.003450268,0.008596678,0.001104628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000279495,0.00008138633,0.001624142,0.003001702,0.00004202366,0.00002860255,0.0001938331,0.0003987106,0.00002455467,0.001649051,0.9821207,0.01055582],"study_design_scores_gemma":[0.006797407,0.0003363863,0.02763541,0.009560656,0.0003902116,0.0002485002,0.002737774,0.00293997,0.000614772,0.02369806,0.9248341,0.0002066946],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0003937103,0.00002326636,0.0006166428,0.0002095525,0.00003060765,0.0004987824,0.9945163,0.0002477929,0.003463311],"genre_scores_gemma":[0.02255531,0.0003367604,0.01930785,0.0009955122,0.0001035205,0.02316215,0.910221,0.001582145,0.02173575],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8813716,"threshold_uncertainty_score":0.1692091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03409308016574192,"score_gpt":0.2686965367610398,"score_spread":0.2346034565952979,"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."}}