{"id":"W4413540259","doi":"10.64628/aa.ex3yv9rrw","title":"We need to better support First Nations women with violence-related brain injuries. Here’s how","year":2024,"lang":"en","type":"article","venue":"","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Traumatic brain injury; Medicine; Psychiatry","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":[0.01162902,0.00144392,0.002198274,0.00173524,0.007591468,0.0124312,0.003918959,0.02173769,0.05105164],"category_scores_gemma":[0.06422805,0.0006451359,0.003037978,0.0007852041,0.004687941,0.02220017,0.01061874,0.02678027,0.01459754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004515763,"about_ca_system_score_gemma":0.03804374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02344262,"about_ca_topic_score_gemma":0.05582021,"domain_scores_codex":[0.9887271,0.004853741,0.00061212,0.000802924,0.001795782,0.003208378],"domain_scores_gemma":[0.9236185,0.02045883,0.00288211,0.002633603,0.02006521,0.03034175],"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":[0.00009569255,0.0003899006,0.002274305,0.001550548,0.0001370297,0.0003353285,0.001268151,0.0001438933,0.0002587706,0.007238525,0.8626705,0.1236374],"study_design_scores_gemma":[0.000218756,0.0002682081,0.003508736,0.01415807,0.000224823,0.0007375677,0.01779176,0.0001589024,0.0003793437,0.03415963,0.9282082,0.0001860131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006195847,0.01388296,0.0007541549,0.9552986,0.02462344,0.00004999221,0.0001347822,0.0001296154,0.004506848],"genre_scores_gemma":[0.01835158,0.07493634,0.007310153,0.8521313,0.02868854,0.0007547186,0.0005208837,0.0002534595,0.01705301],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9765574,"threshold_uncertainty_score":0.1707847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02478007089349021,"score_gpt":0.3049632709149874,"score_spread":0.2801832000214972,"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."}}