{"id":"W2108045795","doi":"10.5463/dcid.v23i4.157","title":"The Human Resources Challenge to Community Based Rehabilitation: The Need for a Scientific, Systematic and Coordinated Global Response","year":2013,"lang":"en","type":"article","venue":"Disability CBR & Inclusive Development","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Rehabilitation; Community-based rehabilitation; Physical medicine and rehabilitation; Medicine; Physical therapy","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":[0.04753911,0.001056211,0.002244331,0.003452705,0.01416444,0.02364202,0.00565165,0.03487445,0.02656912],"category_scores_gemma":[0.05876875,0.0007830398,0.001480402,0.003002404,0.02853397,0.018042,0.03266391,0.02403164,0.003544088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01385885,"about_ca_system_score_gemma":0.1526545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02044968,"about_ca_topic_score_gemma":0.03109284,"domain_scores_codex":[0.9636697,0.02071997,0.001344171,0.001746052,0.00565231,0.006867711],"domain_scores_gemma":[0.8901129,0.04889387,0.005983307,0.002982975,0.01199382,0.04003314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001051118,0.0006339436,0.003890489,0.004449324,0.0001210212,0.000808669,0.01539686,0.001521481,0.0007848746,0.2334278,0.5484811,0.1903793],"study_design_scores_gemma":[0.00009120371,0.0002541164,0.005214923,0.008928338,0.00004899796,0.000634,0.07161801,0.0007540785,0.0002212596,0.2488826,0.6631499,0.0002026127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001001089,0.004485126,0.0007362505,0.9872875,0.001222457,0.00003336042,0.00003022962,0.00003116153,0.005172767],"genre_scores_gemma":[0.1622411,0.04091446,0.01622836,0.7497497,0.01152113,0.001177985,0.0002736344,0.0001955392,0.01769808],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04753911,"threshold_uncertainty_score":0.2514139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04574556807837157,"score_gpt":0.4125041681366794,"score_spread":0.3667586000583078,"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."}}