{"id":"W4295960186","doi":"10.1016/j.pedneo.2022.08.001","title":"Early motor function assessments to predict neurodevelopmental delay in preterm infants","year":2022,"lang":"en","type":"letter","venue":"Pediatrics & Neonatology","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Motor function; Pediatrics; Physical medicine and rehabilitation","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003524296,0.0006740491,0.001014746,0.001338736,0.0001548445,0.00005042343,0.0004970303,0.001200681,0.001092084],"category_scores_gemma":[0.0001587558,0.0007341594,0.0002095474,0.0009038728,0.0000489568,0.0001607805,0.0005536706,0.003656224,0.00008499942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005878834,"about_ca_system_score_gemma":0.0007619712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009351996,"about_ca_topic_score_gemma":0.00001530953,"domain_scores_codex":[0.9953231,0.0002755547,0.00100413,0.001186544,0.001133178,0.001077492],"domain_scores_gemma":[0.9983934,0.0002882729,0.0003447296,0.000593874,0.0001636946,0.0002160898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001262014,0.00002885846,0.4239398,0.0004097321,0.0001212052,0.006608363,0.0008665239,0.000002119447,0.0000134156,0.000004521964,0.5629036,0.003839755],"study_design_scores_gemma":[0.001743046,0.001117492,0.1519079,0.00004090083,0.0002731009,0.0005749436,0.00001949129,0.00002615164,0.000004422963,0.00004545002,0.8435066,0.0007405024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9201193,0.0005858291,0.00006346609,0.05805059,0.009158758,0.003344482,0.0009289961,0.0003068754,0.007441691],"genre_scores_gemma":[0.1437754,0.0005216055,0.003797539,0.8259023,0.005064131,0.001836325,0.01464096,0.0004159239,0.004045792],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7763439,"threshold_uncertainty_score":0.9998211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314609775540395,"score_gpt":0.2636305729470078,"score_spread":0.2504844751916039,"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."}}