{"id":"W3137486799","doi":"10.1212/wnl.94.15_supplement.4749","title":"Validation of Fox Insight Cohort via Virtual Research Visits (4749)","year":2020,"lang":"en","type":"article","venue":"Neurology","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Cohort; Medicine; Computer science; Psychology; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002608238,0.0004720612,0.0002712358,0.0009852303,0.001475259,0.0008593078,0.0009725249,0.0006628165,0.00463862],"category_scores_gemma":[0.006381043,0.0002835423,0.0004499312,0.0007072746,0.000432023,0.0007391622,0.001626244,0.0004804335,0.001714544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007154812,"about_ca_system_score_gemma":0.001023386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03441728,"about_ca_topic_score_gemma":0.04169047,"domain_scores_codex":[0.9988924,0.0002352254,0.00007505182,0.000282024,0.0002747513,0.0002406565],"domain_scores_gemma":[0.9972893,0.0003270129,0.0005840157,0.00066668,0.0007808617,0.0003522284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005678777,0.0002475729,0.9821706,0.00004655102,0.0001035909,0.0003253524,0.001424101,0.00006420305,0.001797588,0.0004536424,0.004582462,0.008216498],"study_design_scores_gemma":[0.0001188244,0.0005513994,0.9856733,0.00007208176,0.00009418886,0.0006223568,0.0008617851,0.0003041294,0.0007085168,0.0002187685,0.01076018,0.00001442347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858931,0.0002817623,0.001663499,0.0001911619,0.00004614433,0.0004352989,0.006122191,0.00004467163,0.005321961],"genre_scores_gemma":[0.9820519,0.0001848691,0.002737406,0.0005699176,0.00005046046,0.001139885,0.007281391,0.00005597173,0.005928195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03441728,"threshold_uncertainty_score":0.06843388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08456039790573279,"score_gpt":0.3529850630437717,"score_spread":0.2684246651380389,"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."}}