{"id":"W2913031394","doi":"10.33137/cpoj.v1i2.32027","title":"RESEARCH PRODUCTIVITY TRENDS IN PROSTHETICS AND ORTHOTICS IN CANADA","year":2018,"lang":"en","type":"article","venue":"Canadian Prosthetics & Orthotics Journal","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Holland Bloorview Kids Rehabilitation Hospital; Ottawa Hospital","funders":"","keywords":"Orthotics; Assistive technology; Productivity; Quality of life (healthcare); Medicine; Gerontology; Physical therapy; Psychology; Engineering; Computer science; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001893242,0.0003356514,0.0004120384,0.001669922,0.0003238417,0.0002010585,0.0003614784,0.0002128487,0.00005837745],"category_scores_gemma":[0.0002020106,0.0003454396,0.00004969282,0.001695236,0.0004889967,0.000156343,0.00006444636,0.001717722,0.000009261634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002431181,"about_ca_system_score_gemma":0.003504248,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3066469,"about_ca_topic_score_gemma":0.9945406,"domain_scores_codex":[0.9965175,0.0002132369,0.0007903873,0.0004030146,0.0006538416,0.001422042],"domain_scores_gemma":[0.9978266,0.0001022101,0.00007749509,0.0004748501,0.0005695038,0.0009493312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008436268,0.0002804054,0.7728117,0.0003351715,0.00008974982,0.001854803,0.00900901,0.06330103,0.000567494,0.008834263,0.006080085,0.136752],"study_design_scores_gemma":[0.004016314,0.00142146,0.6817402,0.0008783602,0.00007300165,0.003024938,0.004420924,0.1648593,0.001902181,0.01641123,0.1181337,0.003118451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927547,0.0007293871,0.00007552607,0.002271776,0.001061948,0.0004363376,0.00005007921,0.00002759992,0.002592633],"genre_scores_gemma":[0.9972007,0.0002447012,0.001916258,0.00009837782,0.0001833705,0.00001191792,0.000008581233,0.00009294951,0.0002431955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6878937,"threshold_uncertainty_score":0.9998997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01725575782339585,"score_gpt":0.2573930094419015,"score_spread":0.2401372516185057,"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."}}