{"id":"W2104818718","doi":"10.2174/1874944501407010006","title":"The Yin and Yang of Integrated Care: Systemic Imperatives for Traumatic Brain Injuries","year":2014,"lang":"en","type":"article","venue":"The Open Public Health Journal","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Ottawa","keywords":"Traumatic brain injury; Government (linguistics); Politics; Medicine; Health care; Public health; Public relations; Nursing; Economic growth; Political science; Psychiatry; Economics; Law","routes":{"ca_aff":false,"ca_fund":true,"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":[0.00840135,0.0004274393,0.000506078,0.00191523,0.005494793,0.01068556,0.0008568786,0.002153716,0.003422599],"category_scores_gemma":[0.007397851,0.00019299,0.0005116891,0.00256642,0.03112302,0.009931912,0.008233501,0.006436806,0.0002048367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01538436,"about_ca_system_score_gemma":0.0337062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03372204,"about_ca_topic_score_gemma":0.05471654,"domain_scores_codex":[0.9933541,0.004403947,0.0001967668,0.0003197412,0.001107385,0.0006179936],"domain_scores_gemma":[0.9937264,0.003846639,0.000595725,0.0002347465,0.0008219336,0.0007746413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001936277,0.00003820123,0.001842235,0.0007672389,0.00002723093,0.0001901618,0.01591753,0.0002483147,0.00009548001,0.9327651,0.008086164,0.04000304],"study_design_scores_gemma":[0.00003268563,0.0001335281,0.008651413,0.005612866,0.0000604773,0.0006135209,0.05111624,0.0005404686,0.000281202,0.6284989,0.3044041,0.00005458004],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02843011,0.1455649,0.0156613,0.647642,0.002450803,0.0001345527,0.00008668828,0.00005861781,0.159971],"genre_scores_gemma":[0.7792715,0.1454632,0.01139034,0.05282554,0.002144053,0.0002290212,0.00006052452,0.00003536356,0.008580499],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03372204,"threshold_uncertainty_score":0.1116218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07550554085576558,"score_gpt":0.3910165199465442,"score_spread":0.3155109790907786,"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."}}