{"id":"W4382930266","doi":"10.1101/2023.06.29.23292028","title":"Uncertainties regarding cerebral palsy diagnosis: opportunities to operationalize the consensus definition","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital; Holland Bloorview Kids Rehabilitation Hospital","funders":"National Institute of Neurological Disorders and Stroke; Kids Brain Health Network; Ipsen; Ipsen Biopharmaceuticals","keywords":"Operationalization; Cerebral palsy; Psychology; Neurology; Medicine; Pediatrics; Physical medicine and rehabilitation; Physical therapy; Psychiatry","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2488512,0.0009110169,0.001345843,0.008603452,0.006261569,0.01115732,0.005652013,0.005720922,0.002542564],"category_scores_gemma":[0.4492362,0.0008942565,0.001605529,0.00489009,0.0182369,0.01939006,0.01863108,0.007822303,0.0002588535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01072021,"about_ca_system_score_gemma":0.02047643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007664366,"about_ca_topic_score_gemma":0.006575107,"domain_scores_codex":[0.7641526,0.1888828,0.01939663,0.006605662,0.01581581,0.005146434],"domain_scores_gemma":[0.5223533,0.3694538,0.04879117,0.01253541,0.03930718,0.00755914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003367114,0.0003237081,0.2142535,0.002328616,0.0002959782,0.001648272,0.3145784,0.003946859,0.001000816,0.2157619,0.01736987,0.2281553],"study_design_scores_gemma":[0.0001061147,0.0003598726,0.05543926,0.008760963,0.0001779837,0.00189444,0.4902836,0.0122089,0.000844802,0.3893895,0.04004929,0.000485178],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4037128,0.0156973,0.1471371,0.398454,0.002838022,0.001421673,0.000539515,0.0001881002,0.03001159],"genre_scores_gemma":[0.9552358,0.001577946,0.03490804,0.006813259,0.0004689367,0.0005858483,0.0002392515,0.00001625367,0.0001546655],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2488512,"threshold_uncertainty_score":0.9263002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1618332162999245,"score_gpt":0.3201350781281226,"score_spread":0.1583018618281981,"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."}}