{"id":"W2611785634","doi":"10.2196/publichealth.7150","title":"GapMap: Enabling Comprehensive Autism Resource Epidemiology","year":2017,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Autism; Epidemiology; Resource (disambiguation); Computer science; Environmental health; Data science; Medicine; 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":[0.003827615,0.001506513,0.0005943961,0.002936468,0.0006987402,0.002283707,0.002220338,0.0009203219,0.007995457],"category_scores_gemma":[0.01518145,0.0006660679,0.001206988,0.002245374,0.0005135038,0.003845133,0.008966239,0.001447108,0.004818573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008455608,"about_ca_system_score_gemma":0.002205414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008993006,"about_ca_topic_score_gemma":0.007412625,"domain_scores_codex":[0.9977126,0.0007141309,0.0001805368,0.0005913331,0.0005442245,0.0002571626],"domain_scores_gemma":[0.9962326,0.001542303,0.0003281276,0.0007905541,0.0006001779,0.0005061935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001862311,0.0004514487,0.07000928,0.003158307,0.0004393731,0.00118092,0.006776073,0.03107098,0.007430607,0.04283608,0.4540812,0.3807033],"study_design_scores_gemma":[0.0003968332,0.0003881581,0.05303919,0.00121035,0.0002195975,0.0008997269,0.003910188,0.3077277,0.01356335,0.1039162,0.5143381,0.0003906935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.07149963,0.00127772,0.3964034,0.005050969,0.0006709224,0.002152174,0.1108968,0.3774735,0.03457493],"genre_scores_gemma":[0.3626933,0.00129071,0.5053194,0.001573524,0.0002220201,0.003346662,0.107564,0.01184766,0.006142696],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.008993006,"threshold_uncertainty_score":0.02674747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1590458204449634,"score_gpt":0.4032952225316689,"score_spread":0.2442494020867055,"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."}}