{"id":"W3166362667","doi":"10.36106/ijar/2808647","title":"EVOLUTION OF NEONATAL THERAPY CERTIFICATION IN INDIA","year":2021,"lang":"en","type":"article","venue":"INDIAN JOURNAL OF APPLIED RESEARCH","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Occupational Therapists","funders":"","keywords":"Neonatal intensive care unit; Medicine; Certification; Intervention (counseling); Intensive care medicine; Population; Pediatrics; Neonatal mortality; Nursing; Family medicine; Infant mortality; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001386938,0.00005793059,0.000197857,0.0006258461,0.00003876891,0.00001379406,0.00011373,0.0000984794,0.0001831256],"category_scores_gemma":[0.00008788633,0.00004887865,0.00005474688,0.0007063252,0.00008119739,0.0000614864,0.00002333297,0.0006086411,0.000004741657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001465202,"about_ca_system_score_gemma":0.001132449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004004049,"about_ca_topic_score_gemma":0.000002816722,"domain_scores_codex":[0.9985418,0.00008128848,0.0003978445,0.0001003931,0.000675119,0.0002035989],"domain_scores_gemma":[0.9989283,0.0000979832,0.0001239276,0.0001450327,0.0006148422,0.00008988571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006856137,0.0002713786,0.2039042,0.0004715325,0.0002841778,0.004586844,0.05835932,0.00002734823,0.453668,0.005223116,0.002664605,0.2636833],"study_design_scores_gemma":[0.004730221,0.0003965091,0.5319373,0.0004516227,0.000009578675,0.0007541952,0.007381278,0.00001679243,0.4409814,0.003659216,0.009520878,0.0001610448],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894595,0.0007816451,0.0000134799,0.0003387477,0.0000777223,0.0001687686,0.00000597659,0.000002166773,0.009151953],"genre_scores_gemma":[0.9985291,0.000247809,0.0009991882,0.00002563232,0.0001243097,0.000004633381,0.0000275842,0.000008829085,0.00003290975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3280331,"threshold_uncertainty_score":0.2644277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04788051737714061,"score_gpt":0.3438736105109546,"score_spread":0.295993093133814,"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."}}