{"id":"W4405061351","doi":"10.3389/fpsyg.2024.1393246","title":"Impact of an early educational protocol on the oral language of children born preterm exhibiting phonological fragility: a multicenter randomized clinical trial","year":2024,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Psychology; Randomized controlled trial; Protocol (science); Fragility; Developmental psychology; Language development; Clinical trial; Clinical psychology; Pediatrics; Audiology; Medicine; Alternative medicine; Internal medicine","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":[0.002707748,0.001383565,0.002955499,0.0005902914,0.0005552089,0.0009448387,0.001312693,0.002697856,0.004793233],"category_scores_gemma":[0.004255868,0.0004905587,0.001583279,0.0005810088,0.00110008,0.0008887427,0.000546733,0.001984737,0.0005535629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007738298,"about_ca_system_score_gemma":0.002004923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001059921,"about_ca_topic_score_gemma":0.002041673,"domain_scores_codex":[0.9982436,0.001121943,0.0001554134,0.0002134608,0.000128833,0.000136791],"domain_scores_gemma":[0.9976302,0.0009952885,0.0005279809,0.0001768934,0.0001830527,0.000486466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.967214,0.01407325,0.0004045515,0.001004521,0.0004785442,0.00004124123,0.0000509911,0.0001497572,0.001097817,0.0001030726,0.0003255743,0.01505663],"study_design_scores_gemma":[0.9282975,0.07020722,0.0006642155,0.00006319489,0.0001780955,0.00001193408,0.00001631438,0.0001505807,0.0001622005,0.00005869088,0.0001828199,0.000007139232],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769835,0.005556031,0.001054715,0.0006934472,0.0006825216,0.01308454,0.0006755872,0.0001087401,0.001160899],"genre_scores_gemma":[0.9408836,0.004832414,0.006744222,0.001384364,0.0009863295,0.04185381,0.0008070919,0.00002546227,0.002482742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004793233,"threshold_uncertainty_score":0.01603496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03293017644153862,"score_gpt":0.4233122713720366,"score_spread":0.390382094930498,"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."}}