{"id":"W7107960514","doi":"10.26262/hjp.v22i3.10506","title":"Η ΕΠΙΔΡΑΣΗ ΤΗΣ ΠΡΟΩΡΟΤΗΤΑΣ ΣΤΗ ΓΛΩΣΣΙΚΗ ΑΝΑΠΤΥΞΗ: ΠΡΟΓΝΩΣΤΙΚΟΙ ΠΑΡΑΓΟΝΤΕΣ ΚΑΙ ΜΑΚΡΟΠΡΟΘΕΣΜΕΣ ΕΠΙΠΤΩΣΕΙΣ - ΣΥΣΤΗΜΑΤΙΚΗ ΑΝΑΣΚΟΠΗΣΗ = THE IMPACT OF PREMATURITY ON LANGUAGE DEVELOPMENT: PREDICTIVE FACTORS AND LONG-TERM EFFECTS: SYSTEMATIC REVIEW","year":2025,"lang":"el","type":"article","venue":"Aristotle University of Thessaloniki","topic":"Language Development and Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Systematic review; MEDLINE; Disease; Risk factor; Risk assessment","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":[0.02199434,0.0007846951,0.002411564,0.005057778,0.001227998,0.004799923,0.001663067,0.001977412,0.007007627],"category_scores_gemma":[0.1173563,0.0008054647,0.003277176,0.005890726,0.002694794,0.006701644,0.002305792,0.002595829,0.001079053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003491883,"about_ca_system_score_gemma":0.01162233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008265244,"about_ca_topic_score_gemma":0.01405308,"domain_scores_codex":[0.9715919,0.01308056,0.005981058,0.002559258,0.006194437,0.0005927426],"domain_scores_gemma":[0.8989135,0.08349062,0.008528677,0.003276577,0.005297118,0.0004935417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008878489,0.0001083294,0.02508466,0.5031665,0.01341226,0.0007333693,0.007228149,0.0009523834,0.001479465,0.02924819,0.02795899,0.3897398],"study_design_scores_gemma":[0.0005038622,0.000351604,0.05402379,0.52353,0.03471721,0.002106678,0.008614855,0.0005958361,0.002753947,0.03878145,0.3337768,0.0002439513],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01008651,0.9644673,0.004754802,0.009000246,0.001434771,0.0005710305,0.002312832,0.00004413749,0.007328322],"genre_scores_gemma":[0.1620984,0.8112491,0.0120016,0.00657375,0.001203534,0.002378851,0.00151536,0.00008963366,0.002889656],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02199434,"threshold_uncertainty_score":0.1163186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006131625148521059,"score_gpt":0.2633337909899374,"score_spread":0.2572021658414163,"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."}}