{"id":"W2904074399","doi":"10.1136/bmjopen-2018-022449","title":"Feasibility and validity of the Health Status Classification System-Preschool (HSCS-PS) in a large community sample: the Generation R study","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"China Scholarship Council; Erasmus Medisch Centrum; China Medical Board","keywords":"Medicine; Discriminant validity; Ceiling effect; Concurrent validity; Quality of life (healthcare); Population; Predictive validity; Pediatrics; Clinical psychology; Psychometrics; Environmental health; Pathology; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005884874,0.0000832249,0.0002342785,0.00002613486,0.000414935,0.00005174416,0.0002750404,0.00003996025,0.00002201453],"category_scores_gemma":[0.0005549464,0.00004702336,0.00002191155,0.0001729816,0.00006641082,0.0001061601,0.0003654379,0.0002270617,0.000001300329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001742628,"about_ca_system_score_gemma":0.0004189334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004110291,"about_ca_topic_score_gemma":0.01198171,"domain_scores_codex":[0.9970285,0.002046339,0.0003840947,0.0001436558,0.0002382772,0.0001590945],"domain_scores_gemma":[0.998578,0.0001457755,0.0002145641,0.0008556381,0.0001574999,0.00004855939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002229003,0.0000840444,0.982751,0.0001409338,0.00001404071,1.814704e-7,0.01520078,1.095141e-7,0.0001133973,0.0002226061,0.0008533389,0.0003967082],"study_design_scores_gemma":[0.001599961,0.0002898364,0.9854439,0.0001440113,0.00001778193,0.000003397122,0.01109652,0.0006329114,0.0001355193,0.00003953646,0.0005350039,0.00006155002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857495,0.00001743833,0.00003610179,0.0006012793,0.0001386324,0.01186489,0.0001246794,0.000009820305,0.001457622],"genre_scores_gemma":[0.9988697,0.000005238019,0.0002930829,0.0003403051,0.00006800214,0.0002955658,0.00009871444,0.000006192058,0.00002315588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01312021,"threshold_uncertainty_score":0.6686075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2842051841662412,"score_gpt":0.4516599904455615,"score_spread":0.1674548062793202,"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."}}