{"id":"W2959155751","doi":"10.1016/j.rehab.2019.06.010","title":"Experience-based decision-tree process for selective dorsal rhizotomy in children with cerebral palsy","year":2019,"lang":"en","type":"article","venue":"Annals of Physical and Rehabilitation Medicine","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Polytechnique Montréal; Centre Hospitalier Universitaire Sainte-Justine; Université du Québec à Montréal","funders":"Fonds de Recherche du Québec - Santé; Heart and Stroke Foundation of Canada","keywords":"Rhizotomy; Cerebral palsy; Dorsum; Medicine; Physical medicine and rehabilitation; Anatomy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003753225,0.0004882595,0.0008195083,0.0009545316,0.0005987537,0.0009116277,0.001036665,0.0009764113,0.004962584],"category_scores_gemma":[0.01386302,0.0002833283,0.000644013,0.0004717422,0.000316643,0.001117305,0.001289175,0.001178519,0.0003824683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006490128,"about_ca_system_score_gemma":0.002168497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003836281,"about_ca_topic_score_gemma":0.006075734,"domain_scores_codex":[0.9985037,0.0006892382,0.0001796859,0.0002279515,0.0002457697,0.0001536177],"domain_scores_gemma":[0.9881775,0.01014379,0.0003392856,0.0001824183,0.0007355752,0.0004214812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004074359,0.001654081,0.04075966,0.0004648622,0.0002797917,0.001062356,0.001045848,0.3193893,0.003322564,0.004254867,0.004486257,0.619206],"study_design_scores_gemma":[0.0001084267,0.0005155614,0.002075655,0.00004452284,0.00006616825,0.0001700803,0.0001701291,0.9900593,0.001253753,0.005059653,0.0004574186,0.00001936569],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.423407,0.0005810696,0.569917,0.000815167,0.00008586755,0.0009313749,0.0003469217,0.0007327532,0.003182924],"genre_scores_gemma":[0.8693432,0.0001358473,0.1291773,0.0001150894,0.00003132313,0.0002436317,0.0004618799,0.0000293192,0.0004623728],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004962584,"threshold_uncertainty_score":0.01984924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534418618930623,"score_gpt":0.3286442040622611,"score_spread":0.3133000178729549,"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."}}