{"id":"W2890644144","doi":"10.1097/htr.0000000000000429","title":"Assessment of Users' Needs and Expectations Toward Clinical Practice Guidelines to Support the Rehabilitation of Adults With Moderate to Severe Traumatic Brain Injury","year":2018,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Rehabilitation; Acquired brain injury; Psychological intervention; Stakeholder; Guideline; Medicine; Stakeholder engagement; Psychology; Nursing; Physical therapy; Public relations","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007811571,0.0002053402,0.0007425908,0.0005023974,0.00008867934,0.00003097228,0.0001482842,0.0001084149,0.00004628548],"category_scores_gemma":[0.06915653,0.0001405566,0.0002074052,0.0008347761,0.0002852941,0.0008357315,0.00003795225,0.0003489781,0.000004179418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001477323,"about_ca_system_score_gemma":0.0006512963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001278259,"about_ca_topic_score_gemma":0.0002415331,"domain_scores_codex":[0.9932161,0.0008018118,0.00443694,0.0002828834,0.001060536,0.0002017469],"domain_scores_gemma":[0.9732856,0.01502431,0.002008848,0.0004356205,0.008969366,0.000276247],"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":[0.06179169,0.005781486,0.12499,0.002326371,0.001284168,0.00001544291,0.2037362,0.002599546,0.008766093,0.002064972,0.05403816,0.5326059],"study_design_scores_gemma":[0.007679432,0.08914489,0.6883555,0.001437972,0.0008108213,0.0002305945,0.2062355,0.002195911,0.0003296101,0.0006188968,0.002714256,0.0002466221],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8422422,0.0000237481,0.01555428,0.1403616,0.0002115801,0.001465758,0.00001968446,0.00001076464,0.0001103803],"genre_scores_gemma":[0.6476106,0.000008233277,0.3501225,0.002005488,0.0001907936,0.00002638445,0.000007730623,0.00001981804,0.000008430249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5633655,"threshold_uncertainty_score":0.9386843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1769370916619674,"score_gpt":0.5426945883011111,"score_spread":0.3657574966391436,"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."}}