{"id":"W3037077140","doi":"10.1080/02699052.2020.1782474","title":"First stage international validation of the pediatric family needs questionnaire (FNQ-P)","year":2020,"lang":"en","type":"article","venue":"Brain Injury","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Holland Bloorview Kids Rehabilitation Hospital","funders":"","keywords":"Construct validity; Clinical psychology; Medicine; Psychology; Test (biology); Reliability (semiconductor); Stepwise regression; Strengths and Difficulties Questionnaire; Psychometrics; Psychiatry; Internal medicine; Mental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003956763,0.0001304173,0.0002040933,0.0001740544,0.00008350807,0.00002619787,0.0003741893,0.00009747082,0.0004179641],"category_scores_gemma":[0.001856697,0.00009945263,0.0001321161,0.0007815029,0.000111344,0.0001243775,0.0001657578,0.0003092534,0.0001011653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000778612,"about_ca_system_score_gemma":0.0002201192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000326196,"about_ca_topic_score_gemma":0.000001473808,"domain_scores_codex":[0.9983313,0.0001018698,0.0004090862,0.0002058164,0.0007586937,0.0001932203],"domain_scores_gemma":[0.9989584,0.0001876141,0.0001570272,0.0003598715,0.0001929785,0.0001441261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009972582,0.0004003173,0.7641029,0.001286191,0.0002220873,0.00001666315,0.005679138,0.0001644437,0.01390515,0.006336678,0.1985217,0.008367451],"study_design_scores_gemma":[0.00282657,0.0008351085,0.9255528,0.000304818,0.0001314137,0.00002301286,0.00133842,0.00210316,0.01250596,0.0004376565,0.05357851,0.0003625149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9391851,0.00008003882,0.0006152692,0.0550139,0.0004310409,0.0005412763,0.0000835612,0.00008795264,0.0039618],"genre_scores_gemma":[0.9944211,0.00002785018,0.0004765349,0.002864388,0.0006348632,0.00002728404,0.0000220522,0.00002744433,0.00149845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.16145,"threshold_uncertainty_score":0.4576414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05671808962660132,"score_gpt":0.3291851968530338,"score_spread":0.2724671072264325,"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."}}