{"id":"W3201326202","doi":"10.33137/cpoj.v4i2.35996","title":"AN OPERATIONAL PERSPECTIVE OF THE CHANGING PROSTHETICS & ORTHOTICS LANDSCAPE","year":2021,"lang":"en","type":"article","venue":"Canadian Prosthetics & Orthotics Journal","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Orthotics; Perspective (graphical); Medicine; Computer science; Engineering; Physical medicine and rehabilitation; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01339655,0.001058963,0.0003905154,0.005292975,0.006813376,0.01972836,0.002543791,0.004013283,0.006879567],"category_scores_gemma":[0.01276902,0.00052031,0.0006421945,0.005143694,0.0332224,0.01540628,0.007856658,0.006554549,0.001130936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01047499,"about_ca_system_score_gemma":0.01300135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01050792,"about_ca_topic_score_gemma":0.007026708,"domain_scores_codex":[0.9839187,0.009430199,0.0009768861,0.0009817313,0.003184919,0.00150754],"domain_scores_gemma":[0.9875411,0.004513365,0.001318563,0.0008164629,0.003431986,0.002378475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002713752,0.0001150542,0.002256785,0.0002210963,0.000009194378,0.0009027819,0.03357312,0.001625046,0.001012187,0.9300334,0.009710806,0.02051334],"study_design_scores_gemma":[0.00002025666,0.0002786748,0.004837604,0.001056409,0.00002106381,0.001553484,0.1920098,0.005191101,0.0008485715,0.3522289,0.4418517,0.0001023941],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08109937,0.009435494,0.1453458,0.2792866,0.002658206,0.0002923886,0.0004336115,0.0003578507,0.4810908],"genre_scores_gemma":[0.8989863,0.006663785,0.06704918,0.009333271,0.001365764,0.0003232983,0.0002506996,0.0002224242,0.01580518],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01972836,"threshold_uncertainty_score":0.07600164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02206121557627826,"score_gpt":0.3317614960896105,"score_spread":0.3097002805133323,"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."}}