{"id":"W4311624413","doi":"10.2196/44776","title":"Traumatic Brain Injury Intensive Evaluation and Treatment Program: Protocol for a Partnered Evaluation Initiative Mixed Methods Study","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Traumatic brain injury; Psychology; Program evaluation; Medicine; Medical education; Psychiatry; Alternative medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.1214265,0.005912061,0.007355927,0.00568202,0.00774288,0.007781711,0.006465358,0.005630132,0.08032756],"category_scores_gemma":[0.0777498,0.004337769,0.005042528,0.007224383,0.004639425,0.005600734,0.00490096,0.009390828,0.01465323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01328621,"about_ca_system_score_gemma":0.04722089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006563292,"about_ca_topic_score_gemma":0.0135198,"domain_scores_codex":[0.9243954,0.05201663,0.009723371,0.003703828,0.006184667,0.003976074],"domain_scores_gemma":[0.941494,0.01886327,0.007612737,0.00806646,0.02003606,0.003927484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1589853,0.05077722,0.009318866,0.1957223,0.002688675,0.004149651,0.03324417,0.01373415,0.007112936,0.05114052,0.2265161,0.2466101],"study_design_scores_gemma":[0.2772548,0.03039875,0.02215082,0.08346428,0.001373459,0.0007677142,0.02339971,0.01041183,0.007385317,0.02618084,0.5161963,0.001016284],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002712456,0.00003538589,0.0007814304,0.000056385,0.00005318895,0.9980818,0.0004501588,0.00001930078,0.0002511791],"genre_scores_gemma":[0.000208954,0.00002314206,0.001139938,0.00003187635,0.000004073554,0.9984866,0.0000521406,0.000001604162,0.00005167478],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1214265,"threshold_uncertainty_score":0.6421726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.967074201136737,"score_gpt":0.8772808573451379,"score_spread":0.08979334379159909,"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."}}