{"id":"W2944856606","doi":"10.1159/000493125","title":"Does Efficacy Equal Lasting Impact? A Study of Intervention Short Term Gains, Impact on Diagnostic Status, and Association with Background Variables","year":2019,"lang":"en","type":"article","venue":"Folia Phoniatrica et Logopaedica","topic":"Language Development and Disorders","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"Centre for Interdisciplinary Research in Rehabilitation","keywords":"Intervention (counseling); Medicine; Physical therapy; Test (biology); Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.02538756,0.0004422708,0.00101406,0.001415572,0.0005571414,0.001117157,0.0007404869,0.001426597,0.005814318],"category_scores_gemma":[0.05089751,0.0003692662,0.001207992,0.0008376145,0.002940634,0.002276768,0.001144032,0.001039375,0.0002809289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001589815,"about_ca_system_score_gemma":0.00138525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002080907,"about_ca_topic_score_gemma":0.003101576,"domain_scores_codex":[0.9843013,0.009439195,0.000935585,0.0009946199,0.00345747,0.0008719505],"domain_scores_gemma":[0.9371493,0.04863475,0.009104535,0.001770215,0.001492189,0.001849029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1188587,0.0175716,0.4355326,0.003279691,0.006223336,0.0002716224,0.004748057,0.0008345605,0.003799316,0.002914112,0.001047526,0.4049191],"study_design_scores_gemma":[0.003146488,0.04415251,0.9463748,0.000581043,0.001303929,0.0001725006,0.000942842,0.0005290746,0.000829394,0.0006910608,0.001244908,0.00003143523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792042,0.01043117,0.0006077972,0.001041391,0.00009847723,0.0005922304,0.0002532934,0.00002317473,0.007748258],"genre_scores_gemma":[0.9984718,0.0004641883,0.0002926644,0.0001368904,0.00009988478,0.0001348061,0.0000557913,0.00000482946,0.0003390671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02538756,"threshold_uncertainty_score":0.1342639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386668353379581,"score_gpt":0.331669165688093,"score_spread":0.3178024821542971,"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."}}