{"id":"W2082268188","doi":"10.1097/brs.0b013e3181c15b5d","title":"The Impact of Patient Expectations on Outcome Following Treatment for Spinal Trauma","year":2010,"lang":"en","type":"article","venue":"Spine","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Spinal trauma; Outcome (game theory); Physical therapy; Spinal cord; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005132937,0.00008697549,0.0001716304,0.00003009264,0.00008287955,0.000005691039,0.00003473978,0.00003015613,0.0000527861],"category_scores_gemma":[0.0000963838,0.00004179028,0.0003261783,0.00006664736,0.00002095393,0.00001305754,0.000006219684,0.00006541087,0.00001110778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000413398,"about_ca_system_score_gemma":0.00003131578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006200152,"about_ca_topic_score_gemma":0.00003609012,"domain_scores_codex":[0.9994578,0.000006231274,0.0001970199,0.00009851818,0.0001043566,0.0001360188],"domain_scores_gemma":[0.9996064,0.00003841943,0.00004978529,0.0001925587,0.00003639341,0.00007643791],"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":[0.0008315947,0.0007462718,0.01491378,0.00002585472,0.0002041977,0.00001319666,0.0006826537,0.000007187754,0.01228309,0.001838454,0.0000380951,0.9684156],"study_design_scores_gemma":[0.006168608,0.03158808,0.9195601,0.0001041546,0.0003065101,0.0000298955,0.0008674801,0.0006930082,0.03266721,0.00143722,0.006321655,0.0002560977],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969462,0.00006966332,0.00006468542,0.000801199,0.0002163791,0.0004204322,0.00001009739,0.0000158902,0.001455412],"genre_scores_gemma":[0.998845,0.000002094461,0.000631389,0.0000311054,0.0001150768,0.00006580948,0.00001537982,0.000009145438,0.0002849839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9681595,"threshold_uncertainty_score":0.1704158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03772102280247994,"score_gpt":0.391887929190268,"score_spread":0.354166906387788,"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."}}