{"id":"W2413753883","doi":"10.1111/dmcn.13186","title":"Classifying the manual abilities of young children with cerebral palsy","year":2016,"lang":"en","type":"letter","venue":"Developmental Medicine & Child Neurology","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Cerebral palsy; Physical medicine and rehabilitation; Medicine; Psychology; Physical therapy; Pediatrics","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":[0.003503205,0.000530526,0.0009179027,0.001086335,0.002290734,0.0017223,0.001576933,0.01706433,0.002739656],"category_scores_gemma":[0.04721641,0.0003792761,0.0005259715,0.0008994623,0.001763211,0.001964708,0.001074468,0.01257246,0.002805759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003039852,"about_ca_system_score_gemma":0.003604439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02367642,"about_ca_topic_score_gemma":0.0366962,"domain_scores_codex":[0.9953464,0.001329754,0.0009659972,0.0004741309,0.001452398,0.0004312793],"domain_scores_gemma":[0.9822765,0.009826661,0.001117461,0.0003367974,0.005540723,0.000901813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004507948,0.00002613084,0.007920391,0.00009036404,0.00001554921,0.00155577,0.0005644365,0.00004628368,0.0001371226,0.0009633735,0.9598951,0.02874033],"study_design_scores_gemma":[0.0001922797,0.000204477,0.03761416,0.003811917,0.0001179019,0.02171176,0.005017149,0.0007614543,0.00105117,0.0140487,0.9152755,0.0001935069],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002855852,0.003760036,0.00009230335,0.9688165,0.02046819,0.000008056691,0.0001596103,0.00001982466,0.003819703],"genre_scores_gemma":[0.04353376,0.007230035,0.0005171762,0.8582717,0.0836211,0.00008109276,0.0002791569,0.00003808397,0.006428007],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02367642,"threshold_uncertainty_score":0.04707724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441583528611487,"score_gpt":0.2395393452091821,"score_spread":0.2251235099230672,"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."}}