{"id":"W2766176933","doi":"10.2196/resprot.7989","title":"Multisite Semiautomated Clinical Data Repository for Duplication 15q Syndrome: Study Protocol and Early Uses","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Genomic variations and chromosomal abnormalities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Health Science Center, University of Tennessee","keywords":"Data collection; Workflow; Autism; Minimum Data Set; Information repository; Stakeholder; Computer science; Medicine; Database; Nursing; Psychiatry; Computer data storage","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1459729,0.001605644,0.002028775,0.00813922,0.003184383,0.004316634,0.004758983,0.002334104,0.04034802],"category_scores_gemma":[0.1688449,0.002350951,0.002185437,0.007317844,0.001979783,0.004427388,0.007488487,0.003109069,0.0124226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004918642,"about_ca_system_score_gemma":0.03409196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003156317,"about_ca_topic_score_gemma":0.0041778,"domain_scores_codex":[0.8954329,0.06263328,0.02428413,0.005687097,0.009663322,0.002299304],"domain_scores_gemma":[0.8131834,0.06028441,0.01339553,0.04396223,0.06229281,0.006881676],"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":[0.02014343,0.008284274,0.05700656,0.02110383,0.0006089453,0.00197338,0.01781708,0.004400295,0.005557536,0.02582235,0.2547492,0.5825332],"study_design_scores_gemma":[0.01535122,0.009366956,0.092681,0.01797056,0.000730257,0.001575703,0.009302437,0.01004646,0.0146923,0.01124294,0.8163689,0.0006712818],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01451265,0.0004912806,0.06932396,0.00144882,0.0003472311,0.8747816,0.02960472,0.001748619,0.007741167],"genre_scores_gemma":[0.0118501,0.0002709422,0.05737994,0.0003645418,0.00006539216,0.920436,0.008353586,0.0001936377,0.001085875],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1459729,"threshold_uncertainty_score":0.7719877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3313654679121415,"score_gpt":0.5900918099060096,"score_spread":0.2587263419938681,"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."}}