{"id":"W3203836905","doi":"10.3126/ajms.v12i10.38475","title":"Profile and early prediction of neuromotor outcome of very low birth weight infants","year":2021,"lang":"en","type":"article","venue":"Asian Journal of Medical Sciences","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bayley Scales of Infant Development; Pediatrics; Cerebral palsy; Neurological examination; Toddler; Low birth weight; Birth weight; Motor skill; Cohort; Prospective cohort study; Physical therapy; Psychomotor learning; Pregnancy; Surgery; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.001089857,0.00006825197,0.0003093971,0.0001310383,0.0000421465,0.00001203767,0.0001551198,0.00007823427,0.0003803406],"category_scores_gemma":[0.0006809638,0.00004412815,0.00007290141,0.0002980776,0.0003791209,0.0001726883,0.00004575574,0.0002104203,4.898595e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008015632,"about_ca_system_score_gemma":0.0005230848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003974465,"about_ca_topic_score_gemma":0.000001376652,"domain_scores_codex":[0.9977793,0.00006347676,0.0005729866,0.0001064549,0.001343193,0.0001346065],"domain_scores_gemma":[0.9991776,0.00006600084,0.0002962141,0.00006921017,0.000164704,0.0002263217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005967989,0.00003080518,0.9796785,0.0001971463,0.00003590302,0.0003123,0.001492947,8.065847e-8,0.001873472,0.00008596561,0.0002215774,0.01601163],"study_design_scores_gemma":[0.001228271,0.0010555,0.9842014,0.001160217,0.00004557053,0.00105028,0.0004073898,0.00006477853,0.009201303,0.0001147285,0.001406074,0.00006448724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940146,0.0004338703,0.00001831763,0.003134614,0.0005353255,0.00005772359,0.00001030061,0.000003405948,0.001791879],"genre_scores_gemma":[0.9984257,0.000155354,0.001122619,0.0000958792,0.0001454297,4.778313e-7,0.00000132153,0.000003052789,0.00005020536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01594714,"threshold_uncertainty_score":0.4164462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02312359907485892,"score_gpt":0.2812770647395689,"score_spread":0.25815346566471,"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."}}