{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002776308,0.0001017805,0.0001567642,0.00001971981,0.00009656395,0.00002027128,0.00009511033,0.00003455013,0.000004391339],"category_scores_gemma":[0.00004677485,0.00005829092,0.0001047134,0.0001940931,0.00005312544,0.00005075674,0.00001477192,0.0001211545,0.0001078713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007854662,"about_ca_system_score_gemma":0.00007952424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000143426,"about_ca_topic_score_gemma":0.000001206484,"domain_scores_codex":[0.9991058,0.00006420707,0.0001500636,0.0001823023,0.0003157525,0.0001819122],"domain_scores_gemma":[0.9992908,0.0001096247,0.00006028602,0.0003141594,0.00008480847,0.0001403596],"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":[0.006131503,0.006777897,0.2336941,0.0004996207,0.0005106945,0.00001509195,0.007089965,0.00002795565,0.0114934,0.106869,0.06362001,0.5632707],"study_design_scores_gemma":[0.01617518,0.002629558,0.7667046,0.00002245028,0.0003553302,0.00001415128,0.009372559,0.007130489,0.001447713,0.02270692,0.1726016,0.0008394934],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876269,0.0007998441,0.00007950296,0.001875956,0.0002156815,0.0004612319,0.000002804882,0.0001125865,0.008825518],"genre_scores_gemma":[0.9981667,0.0003981562,0.00001890549,0.0002179467,0.0008477703,0.00005053647,0.000009609031,0.00001101894,0.0002793163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5624313,"threshold_uncertainty_score":0.2377035,"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."}}