{"id":"W4386268676","doi":"10.14785/lymphosign-2023-0008","title":"Neurodevelopmental disorder and immunodeficiency","year":2023,"lang":"en","type":"article","venue":"LymphoSign Journal","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Primary immunodeficiency; Immunodeficiency; Medicine; Immune system; Acquired immune system; Epilepsy; Immunology; Neuroscience; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001903672,0.0005674674,0.0002599134,0.000685108,0.0005063494,0.0002761252,0.0003464947,0.0003474462,0.005889639],"category_scores_gemma":[0.0008662146,0.00005644435,0.0001177035,0.0005806037,0.000666514,0.0002656745,0.0005566865,0.0003821166,0.0004917777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003290275,"about_ca_system_score_gemma":0.0004737511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001418521,"about_ca_topic_score_gemma":0.001107957,"domain_scores_codex":[0.9998178,0.0000256377,0.00002074581,0.00004239469,0.00004514678,0.00004834479],"domain_scores_gemma":[0.9997312,0.00008224817,0.00008227172,0.00001934605,0.00003517783,0.00004974219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0002199055,0.0001156229,0.3165586,0.0004871253,0.00007772523,0.5930226,0.001489084,0.0002335112,0.01299728,0.005119161,0.006140939,0.06353837],"study_design_scores_gemma":[0.00001534808,0.00009981762,0.1424817,0.0002325182,0.00005479234,0.8273942,0.0004205544,0.0001154797,0.002462283,0.001525422,0.02518661,0.00001130182],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9020604,0.03240917,0.001766213,0.001803183,0.000166689,0.0001474639,0.002390935,0.0001686463,0.05908727],"genre_scores_gemma":[0.9908694,0.003945535,0.0007596838,0.0004181573,0.00008306829,0.00003676247,0.000630928,0.000009126682,0.00324734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005889639,"threshold_uncertainty_score":0.01970273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03736387800420154,"score_gpt":0.3796742439682362,"score_spread":0.3423103659640346,"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."}}