{"id":"W2342838546","doi":"10.1097/pep.0000000000000151","title":"The Manual Ability Classification System","year":2015,"lang":"en","type":"article","venue":"Pediatric Physical Therapy","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Computer science; Classification scheme; Reliability (semiconductor); Information retrieval","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":[0.006132155,0.0009706305,0.001265456,0.01739327,0.0008289148,0.002717037,0.002137044,0.001045479,0.01609781],"category_scores_gemma":[0.04003803,0.0003271867,0.002073466,0.009867875,0.001146345,0.003778379,0.002032602,0.001244655,0.003429326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003150025,"about_ca_system_score_gemma":0.00729249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01211159,"about_ca_topic_score_gemma":0.01442866,"domain_scores_codex":[0.9927384,0.001677162,0.001964491,0.0005410929,0.002744634,0.0003342239],"domain_scores_gemma":[0.9780769,0.008063184,0.004514137,0.000644288,0.008266661,0.0004348654],"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":[0.0007749472,0.0001558818,0.1044689,0.02217051,0.0009673035,0.0004283111,0.001529225,0.0009087889,0.0007010495,0.01241258,0.121153,0.7343295],"study_design_scores_gemma":[0.0005060413,0.001268156,0.4495564,0.06401412,0.002244918,0.006100174,0.005093732,0.004844478,0.002481507,0.01988745,0.4435718,0.0004312468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.212621,0.3280495,0.04460077,0.01356734,0.007583717,0.008866824,0.08442777,0.002423182,0.2978598],"genre_scores_gemma":[0.7528806,0.07408214,0.09471975,0.003331417,0.001721751,0.008390874,0.04399782,0.0002574841,0.02061822],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01739327,"threshold_uncertainty_score":0.05385256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04854242116221685,"score_gpt":0.3203992782308027,"score_spread":0.2718568570685858,"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."}}