{"id":"W4394446322","doi":"10.6084/m9.figshare.20015523","title":"Parental intervention improves motor development in infants at risk: case series","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Series (stratigraphy); Intervention (counseling); Psychology; Physical medicine and rehabilitation; Medicine; Biology; Psychiatry","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001234885,0.000418225,0.0004907758,0.0003563036,0.0002341241,0.00004687158,0.0002203637,0.000298057,0.7020913],"category_scores_gemma":[0.0005476904,0.0004123135,0.0001807992,0.0001855666,0.000009310028,0.0001517264,0.0008950467,0.0007672499,0.0004429377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006868263,"about_ca_system_score_gemma":0.0002815364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001190926,"about_ca_topic_score_gemma":0.001829393,"domain_scores_codex":[0.9979681,0.00009385846,0.0006154024,0.0005143834,0.0004211362,0.0003871086],"domain_scores_gemma":[0.9989234,0.00006027606,0.0003742716,0.0004345399,0.00007555399,0.0001319981],"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":[0.0004044931,0.00003978475,0.0004566646,0.001697968,0.00009700409,0.009446531,0.0004601953,1.322214e-7,0.000003201046,1.40521e-8,0.985282,0.002112001],"study_design_scores_gemma":[0.001070276,0.0001843073,0.004558875,0.003008057,0.0000532333,0.003926678,0.0001607431,0.000002082279,0.0001404324,6.075405e-7,0.98637,0.0005247072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01070854,0.0004685571,2.722045e-9,0.000007853158,0.0004054215,0.0008910971,0.9873264,0.0000519143,0.0001402183],"genre_scores_gemma":[0.0007074635,0.00004010714,0.00006339244,0.00008809555,0.0001207221,0.001356245,0.9968781,0.00003668603,0.0007091328],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7016484,"threshold_uncertainty_score":0.9998329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0221950538396543,"score_gpt":0.2753117676611085,"score_spread":0.2531167138214542,"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."}}