{"id":"W4403619596","doi":"10.59481/197308","title":"Quality Improvement Project to improve access to early screening and physiotherapy for infants at high risk of neurodevelopmental disorders","year":2024,"lang":"en","type":"article","venue":"","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Physical therapy; Quality (philosophy); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1490576,0.001960602,0.001828005,0.003752115,0.003803755,0.00614478,0.004579856,0.003191221,0.006628196],"category_scores_gemma":[0.1212793,0.001663229,0.002911079,0.004865882,0.002117238,0.003039109,0.01147729,0.005222154,0.00135817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01476807,"about_ca_system_score_gemma":0.1582201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04047118,"about_ca_topic_score_gemma":0.03501175,"domain_scores_codex":[0.8613488,0.08864135,0.01284773,0.005458296,0.02104545,0.01065838],"domain_scores_gemma":[0.683683,0.05667582,0.03641527,0.02538245,0.08403414,0.1138093],"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":[0.007763664,0.02664483,0.1755232,0.0149101,0.002440435,0.0007244423,0.0059503,0.009593714,0.006782039,0.003588276,0.06844389,0.677635],"study_design_scores_gemma":[0.02817341,0.04998435,0.7947681,0.010852,0.001863351,0.0007458671,0.007513221,0.01337241,0.005949288,0.002095782,0.08434301,0.0003392789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4394869,0.01026452,0.09146709,0.1399263,0.005650651,0.2582505,0.02058742,0.005675126,0.02869147],"genre_scores_gemma":[0.4285548,0.004511828,0.439563,0.01524037,0.000692903,0.08955,0.01487505,0.000332172,0.006679881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1490576,"threshold_uncertainty_score":0.7883014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02070032546900123,"score_gpt":0.3455610901695832,"score_spread":0.3248607647005819,"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."}}