{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001162518,0.0008673689,0.0021465,0.0005028356,0.0005452576,0.00005325559,0.001402972,0.0005127795,0.0003887578],"category_scores_gemma":[0.0006922212,0.0006269605,0.0006825753,0.000844412,0.000777691,0.0002507272,0.0005809559,0.0007583776,0.00008201324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004980435,"about_ca_system_score_gemma":0.0006081014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002474866,"about_ca_topic_score_gemma":0.0005401251,"domain_scores_codex":[0.9955113,0.001206946,0.0009942586,0.0009085239,0.0006410439,0.0007379521],"domain_scores_gemma":[0.9949209,0.001862763,0.001278711,0.001431566,0.0002825767,0.0002234899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.002804841,0.004310878,0.3157984,0.4569106,0.0170468,0.0004966855,0.1773957,0.00002800259,0.0003558078,0.002805806,0.01912695,0.002919624],"study_design_scores_gemma":[0.00528529,0.0009234539,0.8325369,0.1328936,0.004915806,0.00002810229,0.02063689,0.00004561415,0.0007435924,0.0003121208,0.0002943852,0.001384328],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9168556,0.06547648,0.0003271556,0.0003539478,0.0006633963,0.004110927,0.0002481681,0.0001401457,0.01182418],"genre_scores_gemma":[0.9933718,0.002889189,0.00009253193,0.000231471,0.00002477643,0.0000107048,0.0001352981,0.0000554383,0.003188828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5167385,"threshold_uncertainty_score":0.9996182,"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."}}