{"id":"W3208432866","doi":"","title":"Research Productivity Trends in Prosthetics and Orthotics in Canada","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Orthotics; Assistive technology; Productivity; Quality of life (healthcare); Physical medicine and rehabilitation; Medicine; Business; Physical therapy; Gerontology; Engineering; Nursing; Computer science; Economic growth; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.002881293,0.0003986809,0.0007099745,0.01546939,0.002698592,0.004186957,0.001866079,0.0006476192,0.006413865],"category_scores_gemma":[0.01264238,0.0004054534,0.001089509,0.0330449,0.001069576,0.001430594,0.001237928,0.001028988,0.0009747336],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07879234,"about_ca_system_score_gemma":0.17937,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949115,"about_ca_topic_score_gemma":0.9953981,"domain_scores_codex":[0.9929708,0.0002783687,0.0008069241,0.0006550928,0.003673904,0.001614918],"domain_scores_gemma":[0.9563307,0.001905151,0.005220063,0.0004156974,0.02914913,0.00697924],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003037544,0.0001236603,0.8499838,0.001551482,0.0002550971,0.0003250059,0.002773103,0.0007448517,0.0006693556,0.003572047,0.04373239,0.0959655],"study_design_scores_gemma":[0.00002141755,0.00007322295,0.9577183,0.0006863988,0.0001186888,0.0002173194,0.004022482,0.0006609295,0.0003316874,0.0001709751,0.03592786,0.00005087188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6738262,0.06888941,0.001193075,0.03358961,0.0006637233,0.000378148,0.1441576,0.0005096808,0.07679251],"genre_scores_gemma":[0.9171934,0.04254624,0.001638715,0.002325233,0.0001560825,0.0001463433,0.02050324,0.00007564777,0.01541501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9971187,"threshold_uncertainty_score":0.5716811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081666814354463,"score_gpt":0.2581857416247577,"score_spread":0.247369073481213,"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."}}