{"id":"W2558775250","doi":"","title":"PRE-OPERATIVE PREDICTORS OF CATASTROPHISING, ANXIETY AND DEPRESSION IN PATIENTS UNDERGOING TOTAL JOINT REPLACEMENT","year":2018,"lang":"en","type":"article","venue":"","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Hospital Anxiety and Depression Scale; Medicine; Anxiety; Depression (economics); Physical therapy; Confidence interval; Visual analogue scale; Logistic regression; Odds ratio; Prospective cohort study; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005783315,0.000225106,0.0003149639,0.0004307698,0.0003014185,0.0005309501,0.0002167845,0.0004551783,0.001181704],"category_scores_gemma":[0.003537175,0.0002818596,0.0004225818,0.0005210526,0.0003030292,0.0003476657,0.0003409064,0.0007816591,0.0001442126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001744716,"about_ca_system_score_gemma":0.0002437866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002555002,"about_ca_topic_score_gemma":0.003412419,"domain_scores_codex":[0.9996124,0.0001094048,0.00005542327,0.00004365683,0.00009220811,0.00008689536],"domain_scores_gemma":[0.9980838,0.0005762945,0.0007702166,0.00009368459,0.0001407967,0.0003352524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007823641,0.00003805996,0.9990134,0.000006256099,0.00001783346,0.00005657471,0.00004069732,0.00002138102,0.00007304135,0.000003291342,0.0000271624,0.0006240478],"study_design_scores_gemma":[0.000003298254,0.000127222,0.9995126,0.00000233125,0.000007872899,0.0001530744,0.00008372738,0.00007254913,0.00001100341,0.000005254459,0.00001933458,0.000001808335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999631,0.0001687142,0.00002311665,0.00002292246,0.000003650619,0.000004412627,0.00004268172,0.000001072903,0.0001023666],"genre_scores_gemma":[0.9998268,0.0000536899,0.00002204247,0.000008582032,0.000006729186,0.000003622322,0.00004773772,3.509982e-7,0.00003047122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002555002,"threshold_uncertainty_score":0.005080283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01440585506556756,"score_gpt":0.2328417231778539,"score_spread":0.2184358681122864,"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."}}