{"id":"W6907843240","doi":"10.25384/sage.c.6886037","title":"Assessing an Online Patient Decision Aid about Upper Extremity Reconstructive Surgery for Cervical Spinal Cord Injury: Pilot Testing Knowledge, Decisional Conflict, and Acceptability","year":2023,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Spinal cord injury; Population; Tetraplegia; Qualitative research; Multidisciplinary approach; Evidence-based medicine; Test (biology)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007359599,0.001243577,0.00221533,0.001596015,0.0006806632,0.00136061,0.001921913,0.0007437545,0.006660894],"category_scores_gemma":[0.02520453,0.001126607,0.0002988934,0.001335307,0.0006397194,0.002630697,0.002849383,0.001882061,0.0002141221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005636024,"about_ca_system_score_gemma":0.001541057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003499617,"about_ca_topic_score_gemma":0.003110031,"domain_scores_codex":[0.99066,0.001136705,0.002607961,0.002769177,0.001511248,0.00131498],"domain_scores_gemma":[0.9818097,0.009729165,0.002910095,0.003399531,0.0009842189,0.00116723],"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":[0.002858728,0.0009012151,0.07021034,0.0001232405,0.0002013268,0.00004303442,0.00002086548,7.591274e-7,0.00008617487,7.762965e-7,0.06862782,0.8569257],"study_design_scores_gemma":[0.003153866,0.002040096,0.6250881,0.03678255,0.0007436244,0.0008925234,0.0007080033,0.003895941,0.00002772284,0.001451585,0.322381,0.002835011],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5160584,0.09913842,0.01833723,0.000137815,0.00919877,0.006217195,0.3411507,0.002889871,0.006871599],"genre_scores_gemma":[0.06664694,0.02351578,0.8591222,0.0005424769,0.01549673,0.0003470498,0.01404216,0.01653745,0.003749195],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8540907,"threshold_uncertainty_score":0.999676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2844798448117138,"score_gpt":0.4468735538545328,"score_spread":0.162393709042819,"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."}}