{"id":"W2604464132","doi":"10.1371/journal.pone.0174954","title":"A rolling phenotype in Crohn's disease","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phenotype; Crohn's disease; Clinical phenotype; Medicine; Disease; Pathology; Internal medicine; Biology; Gene; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006413271,0.0002947974,0.000272041,0.0009001212,0.0004004154,0.0006689666,0.0002387925,0.0004129103,0.001421147],"category_scores_gemma":[0.002299245,0.0001120084,0.0001819506,0.0008819666,0.0004924766,0.0004854015,0.0005303391,0.000445313,0.0002664035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002804398,"about_ca_system_score_gemma":0.0002404626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002037445,"about_ca_topic_score_gemma":0.001881465,"domain_scores_codex":[0.9995703,0.0001359251,0.00004658844,0.00007861369,0.00009081776,0.00007771753],"domain_scores_gemma":[0.9981872,0.0002910632,0.0009380029,0.00009075103,0.0001794142,0.0003134398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004365522,0.00003055447,0.9736805,0.00007222161,0.00002022595,0.001934506,0.000374576,0.0002505039,0.003215996,0.0002743544,0.0005876178,0.0191224],"study_design_scores_gemma":[0.00001492996,0.0003125192,0.9798956,0.00005812358,0.00002194526,0.0162537,0.0003445837,0.0004320772,0.000405714,0.0004489462,0.001800209,0.00001165202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950002,0.001902293,0.0005763912,0.0001608016,0.00001517597,0.00001701063,0.0001709289,0.00002056089,0.002136668],"genre_scores_gemma":[0.9988011,0.0003699501,0.0004432429,0.00003709642,0.00002165198,0.000006259006,0.0001615808,0.000003234131,0.0001558538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002037445,"threshold_uncertainty_score":0.004754245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02506412166158471,"score_gpt":0.2385057949050284,"score_spread":0.2134416732434437,"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."}}