{"id":"W3039130389","doi":"","title":"The Peripheral Immunophenotype in Neurodevelopmental Disorders","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immunophenotyping; Peripheral; Medicine; Pathology; Neuroscience; Psychology; Immunology; Internal medicine; Flow cytometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001179886,0.0004055311,0.0002718956,0.0002433197,0.0007269064,0.0002039654,0.001501602,0.0002353181,0.03868696],"category_scores_gemma":[0.00007750549,0.0003776839,0.0001289498,0.001213986,0.0002917784,0.0002982586,0.0002866102,0.0008020722,0.0004199777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003840337,"about_ca_system_score_gemma":0.0003076391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000318871,"about_ca_topic_score_gemma":0.01722031,"domain_scores_codex":[0.9972171,0.0003110187,0.0002699555,0.0008470793,0.0005615122,0.0007933973],"domain_scores_gemma":[0.9991277,0.0001446847,0.0001667708,0.0004436939,0.00001686104,0.000100274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002659852,0.0003378047,0.003329938,0.0001452806,0.00005786606,0.000340834,0.006800688,0.00002452542,0.006227677,0.02692126,0.001359127,0.9517952],"study_design_scores_gemma":[0.001658177,0.0002316267,0.0254691,0.0001054802,0.00002340734,0.000006505581,0.005540039,0.0002565318,0.00316923,0.002692601,0.9599495,0.0008978263],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1440954,0.0001482811,0.00001416029,0.0005395436,0.0009785476,0.0006659018,0.00001391582,0.0001049808,0.8534393],"genre_scores_gemma":[0.22128,0.0005238052,0.00004994365,0.00007503857,0.00004119642,0.000005475086,0.00003585146,0.00008282522,0.7779058],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9585903,"threshold_uncertainty_score":0.9998675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327220936707189,"score_gpt":0.2358389096580386,"score_spread":0.2225667002909668,"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."}}