{"id":"W2807425610","doi":"10.1038/s41436-018-0034-4","title":"Secondary findings from next-generation sequencing: what does actionable in childhood really mean?","year":2018,"lang":"en","type":"article","venue":"Genetics in Medicine","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Université du Québec; Children's Hospital of Eastern Ontario","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Intervention (counseling); Psychological intervention; Tuberous sclerosis; Pediatrics; Quality of life (healthcare); Family medicine; Psychiatry; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008779683,0.0002350615,0.0004826906,0.0005197917,0.000101347,0.00006665542,0.0002448245,0.0001934997,0.002123197],"category_scores_gemma":[0.0003413283,0.0001818822,0.00003863447,0.0006096723,0.0003460655,0.0002668623,0.0001179394,0.0006450986,0.00008101782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005505429,"about_ca_system_score_gemma":0.0004002845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001347186,"about_ca_topic_score_gemma":0.009311824,"domain_scores_codex":[0.9973265,0.0001288674,0.0006158756,0.000614038,0.0007832352,0.0005314645],"domain_scores_gemma":[0.9987089,0.0001607728,0.00007709487,0.0006275486,0.0002172327,0.0002084284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001926159,0.0002246726,0.03662546,0.00006329767,0.0000629405,0.00009450129,0.01373496,0.00005088319,0.8928199,0.0001162167,0.004694321,0.05132017],"study_design_scores_gemma":[0.00910907,0.001852761,0.8397208,0.001950371,0.00008358607,0.00007385894,0.008907097,0.007665201,0.1203844,0.00309407,0.00667203,0.0004867132],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896879,0.002082997,0.0001151753,0.004797996,0.0008221145,0.0007445497,0.000006546855,0.00004603657,0.001696747],"genre_scores_gemma":[0.9888996,0.002426246,0.003623319,0.002092784,0.002197724,0.00005736433,0.0001839436,0.00004810797,0.0004709499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8030954,"threshold_uncertainty_score":0.998789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1155387926998165,"score_gpt":0.3299157853757198,"score_spread":0.2143769926759033,"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."}}