{"id":"W2994681570","doi":"10.1097/pep.0000000000000664","title":"Validity of General Movement Assessment Based on Clinical and Home Videos","year":2019,"lang":"en","type":"article","venue":"Pediatric Physical Therapy","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Movement assessment; Percentile; Concurrent validity; Consistency (knowledge bases); Medicine; Physical therapy; Movement (music); Psychology; Physical medicine and rehabilitation; Internal consistency; Clinical psychology; Motor skill; Psychometrics; Statistics; Computer science; Mathematics; Psychiatry; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01110308,0.0003133451,0.0003769572,0.00158928,0.0003107719,0.0008181585,0.0008229316,0.0004295955,0.002450768],"category_scores_gemma":[0.06128171,0.000215064,0.000593473,0.0005170563,0.0007127261,0.001035391,0.00121497,0.0004405408,0.0005064356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006720754,"about_ca_system_score_gemma":0.00073222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003047764,"about_ca_topic_score_gemma":0.004566504,"domain_scores_codex":[0.991722,0.003196084,0.0008292348,0.0007580305,0.003200943,0.000293617],"domain_scores_gemma":[0.9518905,0.02991967,0.00704957,0.002417049,0.007657993,0.001065157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002871097,0.0002292169,0.9502077,0.0001520385,0.000133317,0.00007177777,0.0010274,0.0003721032,0.001310607,0.0001225939,0.0005717372,0.04551452],"study_design_scores_gemma":[0.0000280132,0.0005650929,0.9930331,0.00019843,0.00005309526,0.0003145291,0.0007751672,0.002557628,0.001367901,0.0001634119,0.0009261192,0.0000177206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906566,0.0002935602,0.002337257,0.00008659319,0.00004858086,0.0002674793,0.0004227778,0.00007442153,0.005812791],"genre_scores_gemma":[0.9973662,0.0001004922,0.001667673,0.00003322558,0.00001038882,0.0001019082,0.0003940919,0.00001465245,0.0003113502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01110308,"threshold_uncertainty_score":0.0587194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03873097569602363,"score_gpt":0.3535435745774193,"score_spread":0.3148125988813957,"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."}}