{"id":"W3200940155","doi":"10.33137/cpoj.v4i2.35959","title":"THE VALUE OF HEALTH ECONOMICS AND OUTCOMES RESEARCH IN PROSTHETICS AND ORTHOTICS","year":2021,"lang":"en","type":"article","venue":"Canadian Prosthetics & Orthotics Journal","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Orthotics; Value (mathematics); Physical medicine and rehabilitation; Medicine; Physical therapy; Psychology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00278614,0.0001841166,0.0005031619,0.0003348345,0.0005956569,0.0001726572,0.0001048111,0.0001322164,0.000008803118],"category_scores_gemma":[0.0003273421,0.000142296,0.00007242053,0.0002777471,0.0006186448,0.0000620061,0.00008701139,0.000956716,0.000001697009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000201507,"about_ca_system_score_gemma":0.00476604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000726949,"about_ca_topic_score_gemma":0.02629456,"domain_scores_codex":[0.9974822,0.0002870437,0.000813698,0.0002663809,0.0003286808,0.0008219801],"domain_scores_gemma":[0.9979404,0.0002431722,0.0002137305,0.0003512342,0.0003640909,0.0008873789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004861534,0.0001145513,0.7944297,0.0001409332,0.00007954444,0.0009367732,0.001763117,0.00004896011,0.00001194977,0.02151712,0.0002234062,0.1806853],"study_design_scores_gemma":[0.003708219,0.001087069,0.7857428,0.0006389852,0.00008291638,0.0184902,0.004080235,0.00145894,0.00009733401,0.007015246,0.1771723,0.0004257311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755663,0.006013508,0.00001180541,0.01720683,0.0003453701,0.0004219376,0.0000524428,0.000004763743,0.0003770511],"genre_scores_gemma":[0.9751869,0.02203854,0.001483078,0.0007733807,0.00006557577,0.000002925909,0.000008706215,0.00004042856,0.0004004252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1802596,"threshold_uncertainty_score":0.991473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03478942091513196,"score_gpt":0.3313183180312586,"score_spread":0.2965288971161266,"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."}}