{"id":"W4307055155","doi":"10.1093/pch/pxac100.014","title":"15 Ranking and rating severity: stakeholder perspectives of neurodevelopmental impairment after preterm birth","year":2022,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Queen's University; University of British Columbia","funders":"","keywords":"Vignette; Cerebral palsy; Medicine; Snowball sampling; Gross motor skill; International Classification of Functioning, Disability and Health; Athetosis; Pediatrics; Physical therapy; Motor skill; Psychology; Psychiatry; Rehabilitation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01272301,0.0003784666,0.0003168807,0.0009847118,0.002702594,0.002491574,0.0006558789,0.0008576526,0.001639612],"category_scores_gemma":[0.02774184,0.0002111931,0.0006548149,0.0005917357,0.002355271,0.001249978,0.003612556,0.001393281,0.0001633693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005490764,"about_ca_system_score_gemma":0.002909697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01222953,"about_ca_topic_score_gemma":0.0171983,"domain_scores_codex":[0.9841155,0.01270017,0.0005225374,0.000337169,0.001208979,0.00111562],"domain_scores_gemma":[0.9822985,0.007960419,0.003269175,0.0006235799,0.003548659,0.002299686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003887829,0.0005408502,0.4195657,0.0005943193,0.0001040088,0.001924642,0.5226378,0.0009729223,0.002020762,0.0039021,0.005247173,0.04210091],"study_design_scores_gemma":[0.00003016328,0.0008361771,0.1558654,0.0003707946,0.00004500896,0.001295642,0.8224065,0.002164253,0.001261084,0.002555873,0.01305249,0.0001164811],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935122,0.0001278628,0.0008919005,0.001293805,0.00002108502,0.000118282,0.0001032488,0.000007352558,0.003924365],"genre_scores_gemma":[0.9980704,0.000111443,0.001261421,0.0001592919,0.000006601219,0.00008291165,0.00005568532,0.000002103547,0.0002502357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01272301,"threshold_uncertainty_score":0.06728655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459119853537648,"score_gpt":0.2507287126117762,"score_spread":0.2361375140763997,"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."}}