{"id":"W4234806975","doi":"10.1097/jdn.0000000000000236","title":"Research Highlights","year":2016,"lang":"en","type":"article","venue":"Journal of the Dermatology Nurses’ Association","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007128241,0.00008239426,0.0003233553,0.0002109835,0.0001766235,0.00001064501,0.0002321112,0.0002439042,0.00009619171],"category_scores_gemma":[0.00216522,0.00003886733,0.0002193896,0.000235145,0.0001399867,0.000155217,0.00003699202,0.0003518381,0.0001457998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003627781,"about_ca_system_score_gemma":0.0002695374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001177065,"about_ca_topic_score_gemma":0.000002755925,"domain_scores_codex":[0.9978857,0.0006909447,0.0004398241,0.000092143,0.0005938687,0.000297495],"domain_scores_gemma":[0.9974195,0.000899128,0.0005576812,0.0002186714,0.0007989587,0.000106098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001879272,0.0001607926,0.5128098,0.00001213452,0.000200315,0.0001844525,0.0001155756,2.158197e-7,0.001840579,0.001116568,0.4828293,0.0005424071],"study_design_scores_gemma":[0.003150526,0.00007590481,0.8179846,0.0002894996,0.0002843756,0.007323138,0.0001524629,0.000005358009,0.02296888,0.007819708,0.139851,0.00009450333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8221247,0.0004839575,0.00002908132,0.1709397,0.002063749,0.0001345534,0.000003185025,0.00001504081,0.004206015],"genre_scores_gemma":[0.9930533,0.0001211164,0.00004038473,0.0006590348,0.0002221146,0.00000306893,5.375932e-7,0.000009584529,0.005890871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3429783,"threshold_uncertainty_score":0.2592127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01902191732310312,"score_gpt":0.338246769016347,"score_spread":0.3192248516932439,"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."}}