{"id":"W2597948994","doi":"10.1159/000339298","title":"ILDS Newsletter No. 24","year":2012,"lang":"en","type":"article","venue":"Dermatology","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dermatology; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009111302,0.0008213538,0.0004901969,0.001370483,0.001947562,0.004576883,0.0008442775,0.002170238,0.5789199],"category_scores_gemma":[0.00272882,0.0002927381,0.0005238565,0.001017034,0.0003367755,0.001315482,0.001352445,0.002106192,0.4960561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047141,"about_ca_system_score_gemma":0.00162226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003118745,"about_ca_topic_score_gemma":0.008597349,"domain_scores_codex":[0.9992676,0.00008388067,0.00003214924,0.00006545692,0.0004070664,0.0001437865],"domain_scores_gemma":[0.997879,0.0002330474,0.00009722415,0.0001020844,0.0009552974,0.0007333808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000197688,0.00001741795,0.00006155686,0.00002945345,5.821892e-7,0.00003244766,0.00000888286,0.000004131508,0.00007269348,0.0001873852,0.9862367,0.01332895],"study_design_scores_gemma":[0.000006260956,0.00001192141,0.0003656268,0.0000324217,7.24674e-7,0.00002827741,0.00003229345,0.00001062472,0.00003491724,0.00005738539,0.9994172,0.000002334041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001029173,0.00389691,0.0002181028,0.02070644,0.04501313,0.0001492547,0.002427973,0.0009523578,0.9256067],"genre_scores_gemma":[0.001211974,0.0008333417,0.00006144117,0.003156873,0.00450496,0.00002897278,0.001255395,0.00009285146,0.9888543],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5789199,"threshold_uncertainty_score":0.6006196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02182206009878507,"score_gpt":0.2728567946412405,"score_spread":0.2510347345424555,"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."}}