{"id":"W2075097231","doi":"10.3109/02699052.2014.890744","title":"Systems analysis of community and health services for acquired brain injury in Ontario, Canada","year":2014,"lang":"en","type":"article","venue":"Brain Injury","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Accountability; Mental health; Focus group; Health care; Qualitative research; Acquired brain injury; Medicine; Nursing; Rehabilitation; Psychology; Business; Psychiatry; Political science; Marketing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004486676,0.0002413728,0.001202142,0.000711438,0.0001808598,0.00003539651,0.0003299454,0.0001436636,0.00007850431],"category_scores_gemma":[0.0003584647,0.0002295729,0.0001184648,0.0009409956,0.0001393901,0.00009728957,0.000139748,0.0004097118,9.873645e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007724502,"about_ca_system_score_gemma":0.001638951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9850862,"about_ca_topic_score_gemma":0.9930199,"domain_scores_codex":[0.9969376,0.0007524664,0.0009109838,0.0002926757,0.000554912,0.000551414],"domain_scores_gemma":[0.9966537,0.001616473,0.0003077288,0.0009112721,0.0001798702,0.0003308944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002964079,0.0009919306,0.7458152,0.01128454,0.003481605,0.000008251517,0.02058271,0.0001092043,0.004055117,0.004217577,0.1644197,0.04207011],"study_design_scores_gemma":[0.001853379,0.001263284,0.9690002,0.000536718,0.0001991614,0.00000659737,0.002929476,0.003953943,0.0001582041,0.0001695741,0.01968185,0.0002476147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878662,0.0001118033,0.000145013,0.009624592,0.0001372308,0.001233309,0.0002545894,0.00003283995,0.0005944599],"genre_scores_gemma":[0.9926676,0.000004525469,0.0003759569,0.005671171,0.00004450711,0.0001118428,0.0002759376,0.00003348589,0.0008149951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.223185,"threshold_uncertainty_score":0.9361712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06476840423368257,"score_gpt":0.3570689629773403,"score_spread":0.2923005587436577,"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."}}