{"id":"W4283167728","doi":"10.1177/00099228221101242","title":"Pediatric School Outreach: Clinical Needs of an Urban Student Population","year":2022,"lang":"en","type":"article","venue":"Clinical Pediatrics","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Centre; University of Toronto; NOSM University","funders":"","keywords":"Medicine; Mental health; Autism spectrum disorder; Outreach; Medical diagnosis; Psychiatry; Anxiety; Attention deficit hyperactivity disorder; Population; Autism; Family medicine; Clinical psychology; Gerontology; Pediatrics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002471429,0.0002006772,0.0005062356,0.0002672987,0.0002671576,0.0000210963,0.0005141122,0.0002121982,0.001779815],"category_scores_gemma":[0.0002604168,0.000198289,0.0004513908,0.0008542021,0.00006258002,0.00008553743,0.000256819,0.0009398329,0.0002031426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006611086,"about_ca_system_score_gemma":0.000131762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003642393,"about_ca_topic_score_gemma":0.000003070833,"domain_scores_codex":[0.9959278,0.0006696751,0.001958669,0.0004636636,0.0006331789,0.0003470072],"domain_scores_gemma":[0.9979319,0.0004979481,0.0005999313,0.000439602,0.00009944329,0.0004311557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001644316,0.004454837,0.9547856,0.00001901496,0.00003691619,0.000009403031,0.0003778372,0.00001869372,1.0359e-7,0.003083342,0.03144832,0.005601497],"study_design_scores_gemma":[0.001705539,0.0006943209,0.9806716,0.000002268001,0.000135308,0.000003237946,0.0009508949,0.000006751293,2.840703e-8,0.001024405,0.01457012,0.0002355109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831449,0.0006217241,0.00003139055,0.0003944617,0.01065793,0.0003360572,0.00007291108,0.00008396178,0.004656672],"genre_scores_gemma":[0.9863085,0.0003750255,0.0001361043,0.001091814,0.008770999,0.00002195755,0.000240778,0.00003027448,0.003024519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02588601,"threshold_uncertainty_score":0.9991327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07027943020283532,"score_gpt":0.4125311009793814,"score_spread":0.3422516707765461,"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."}}