{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001328418,0.0001299094,0.0001184193,0.001822928,0.001312193,0.001656721,0.001011578,0.000563764,0.004297698],"category_scores_gemma":[0.00407722,0.0001728006,0.0001858098,0.002181415,0.001139713,0.0005891546,0.001682345,0.001322092,0.0005667239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007318239,"about_ca_system_score_gemma":0.01256734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04177907,"about_ca_topic_score_gemma":0.04958344,"domain_scores_codex":[0.9983338,0.0002783833,0.0001525334,0.0001734361,0.0006145574,0.0004472714],"domain_scores_gemma":[0.9951373,0.000513296,0.001049369,0.0001937108,0.001694584,0.001411674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001757064,0.0004450126,0.3051776,0.001132804,0.00003054522,0.008199257,0.01542244,0.001194862,0.005211359,0.08632442,0.04285301,0.5338331],"study_design_scores_gemma":[0.00001556707,0.0003392332,0.6067532,0.00123113,0.00002341516,0.01269389,0.01458425,0.0007804261,0.002543538,0.001817376,0.3591274,0.00009048039],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7696097,0.0172902,0.001856975,0.03664671,0.001351202,0.0002088507,0.0008622245,0.0003562984,0.1718177],"genre_scores_gemma":[0.9734188,0.008243011,0.001665803,0.00233432,0.0001264215,0.00004107039,0.0002482568,0.00004001288,0.01388233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04177907,"threshold_uncertainty_score":0.08307177,"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."}}