{"id":"W2032323376","doi":"10.1353/pbm.2006.0012","title":"Redefining Disease? The Nosologic Implications of Molecular Genetic Knowledge","year":2006,"lang":"en","type":"article","venue":"Perspectives in biology and medicine","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Disease; Categorization; Typology; Interpretation (philosophy); Nosology; Identification (biology); Psychology; Epistemology; Medicine; Biology; Sociology; Computer science; Pathology; Psychiatry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.04096955,0.0006415448,0.0009093301,0.003754574,0.004107797,0.01115071,0.003156317,0.008912617,0.00240972],"category_scores_gemma":[0.05960301,0.0004880329,0.0007697942,0.002448673,0.07873055,0.04408362,0.004092438,0.01708943,0.0008532099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007642647,"about_ca_system_score_gemma":0.00443599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00568608,"about_ca_topic_score_gemma":0.007426552,"domain_scores_codex":[0.9812424,0.01220713,0.001448628,0.001502102,0.002895365,0.0007044713],"domain_scores_gemma":[0.9288976,0.04994,0.004628035,0.005210849,0.009183258,0.002140446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009460036,0.0000293004,0.002797023,0.0004174513,0.00004623918,0.0007193233,0.02021823,0.000326637,0.0006470497,0.8200921,0.07250132,0.08211067],"study_design_scores_gemma":[0.00002280735,0.00003617229,0.001883381,0.0006639737,0.0000347098,0.0008406888,0.01624222,0.0004724534,0.0003945577,0.7496096,0.2297182,0.00008130239],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002893674,0.02280592,0.005250541,0.9570816,0.006609817,0.000007127917,0.00003517422,0.00003328056,0.00528288],"genre_scores_gemma":[0.451097,0.06393882,0.0315507,0.4027511,0.03836256,0.0001275189,0.0001386037,0.0001868453,0.01184681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9958922,"threshold_uncertainty_score":0.2166703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03802929806029981,"score_gpt":0.3783333775938791,"score_spread":0.3403040795335793,"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."}}