{"id":"W4280559771","doi":"10.1186/s13643-022-01972-x","title":"Intimate partner violence and women living with episodic disabilities: a scoping review protocol","year":2022,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Western University","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Domestic violence; Protocol (science); Human factors and ergonomics; Gerontology; Poison control; Psychiatry; Medical emergency; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09198193,0.005920294,0.01559396,0.0243976,0.006155293,0.009935475,0.007163921,0.00970728,0.07923447],"category_scores_gemma":[0.08550695,0.006582226,0.01378334,0.01823807,0.005811746,0.009907517,0.007451429,0.007510553,0.01371884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01807569,"about_ca_system_score_gemma":0.09929374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01040719,"about_ca_topic_score_gemma":0.02079874,"domain_scores_codex":[0.9642691,0.0130268,0.01248033,0.002991436,0.005044365,0.002187926],"domain_scores_gemma":[0.9451532,0.02021674,0.008726035,0.003972109,0.01914157,0.002790331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004104707,0.0006680784,0.001068794,0.8858857,0.001196857,0.001558947,0.007497316,0.001409117,0.001756312,0.007367371,0.03407431,0.05341242],"study_design_scores_gemma":[0.01098347,0.00187845,0.005481258,0.6934189,0.003851349,0.001116426,0.007988139,0.0008964828,0.001637262,0.008488154,0.2638223,0.0004378018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002477875,0.001398443,0.0005894183,0.0002506186,0.0001178179,0.9946607,0.002215119,0.0000351315,0.0004849274],"genre_scores_gemma":[0.0002485507,0.001575748,0.001741273,0.0001651683,0.00002110031,0.9955593,0.0004230969,0.000005300822,0.0002604369],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09198193,"threshold_uncertainty_score":0.4864528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1220630633567388,"score_gpt":0.4568476907020627,"score_spread":0.3347846273453239,"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."}}