{"id":"W1914395968","doi":"","title":"BEST PAPER / MEILLEURE COMMUNICATION: Development of a Classification System for Patients Referred to a Rehabilitation Program for Visual Impairment : A Method for Analysis and Budget Control","year":2009,"lang":"en","type":"article","venue":"ASAC","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Rehabilitation; Visual impairment; Physical medicine and rehabilitation; Control (management); Computer science; Psychology; Artificial intelligence; Audiology; Speech recognition; Medicine; Physical therapy; Psychiatry","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":[0.006191341,0.0007404092,0.0005540407,0.004167807,0.001139052,0.002203168,0.001022645,0.00133053,0.03834249],"category_scores_gemma":[0.03265663,0.0002901398,0.00070654,0.001568299,0.0005925908,0.001646344,0.0009223607,0.001189603,0.01018278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202785,"about_ca_system_score_gemma":0.003039272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007717259,"about_ca_topic_score_gemma":0.01078155,"domain_scores_codex":[0.9966707,0.0008934974,0.0005715218,0.0002069362,0.001543115,0.0001142688],"domain_scores_gemma":[0.9801364,0.004330819,0.001078473,0.001029835,0.01278564,0.0006389737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000340691,0.0002859845,0.02423677,0.0002679564,0.00004284736,0.0002127885,0.0004780912,0.001015077,0.002114892,0.001991812,0.4703151,0.4986981],"study_design_scores_gemma":[0.0005899394,0.001931613,0.221359,0.001375785,0.0004423736,0.004060886,0.004249729,0.04489918,0.03376323,0.01166563,0.6749765,0.0006861895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.189469,0.003420988,0.452548,0.09784531,0.06427281,0.008467101,0.03405859,0.007064679,0.1428536],"genre_scores_gemma":[0.3097996,0.001921926,0.4659893,0.005949986,0.005313401,0.003994861,0.01575418,0.001969073,0.1893079],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03834249,"threshold_uncertainty_score":0.1282684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01099228526383934,"score_gpt":0.2989241828829373,"score_spread":0.287931897619098,"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."}}