{"id":"W4395683759","doi":"10.3390/children11050515","title":"Identifying Opportunities for Early Detection of Cerebral Palsy","year":2024,"lang":"en","type":"article","venue":"Children","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cerebral palsy; Medicine; Referral; Intervention (counseling); Pediatrics; Physical therapy; Suspect; Family medicine; Psychology; Nursing","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":[0.002797437,0.0002187763,0.0002731591,0.001931718,0.0009101618,0.001006548,0.0009080484,0.00062392,0.00183482],"category_scores_gemma":[0.01761397,0.0003246723,0.0002139504,0.0009719391,0.0003754946,0.001129385,0.001604897,0.0008988857,0.0002259397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001312876,"about_ca_system_score_gemma":0.004860657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0347681,"about_ca_topic_score_gemma":0.0551506,"domain_scores_codex":[0.996613,0.001179383,0.0004183977,0.0003150987,0.0008579193,0.0006161912],"domain_scores_gemma":[0.9908087,0.002822918,0.003903968,0.0001770544,0.00118838,0.001099035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002670861,0.0001520877,0.9596135,0.0001172118,0.000009818262,0.0004520125,0.00301223,0.00006749045,0.0001994613,0.00009484208,0.001299238,0.03495542],"study_design_scores_gemma":[0.000008918494,0.0002752858,0.9776709,0.0005533298,0.00001862543,0.001373623,0.01591917,0.0004214933,0.0003872123,0.0001095829,0.003233717,0.00002800454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901317,0.00119009,0.0005432183,0.003980768,0.00004365614,0.00009954639,0.0002438542,0.00004919067,0.003717927],"genre_scores_gemma":[0.9957414,0.001189577,0.001868387,0.0004455654,0.00002470977,0.00007233871,0.0001070693,0.000005105884,0.0005459347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0347681,"threshold_uncertainty_score":0.06913143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04936632928711379,"score_gpt":0.2831264903088018,"score_spread":0.233760161021688,"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."}}