{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007082636,0.000156025,0.0004800772,0.0001290159,0.00009144237,0.000001485544,0.00006638189,0.0001899922,0.0003067932],"category_scores_gemma":[0.00009731556,0.0001260221,0.00008600861,0.00009266598,0.000252224,0.0000710457,0.00005152435,0.0002734054,0.005466861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003410475,"about_ca_system_score_gemma":0.00003720356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004434638,"about_ca_topic_score_gemma":7.592741e-7,"domain_scores_codex":[0.9988409,0.0000585967,0.0002754806,0.0001642587,0.0001303284,0.0005304223],"domain_scores_gemma":[0.9992245,0.00007989514,0.00006094299,0.0003274084,0.00007352121,0.0002336595],"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":[0.00005457315,0.00008559055,0.1226324,0.00006676904,0.00006979925,0.0002782637,0.0002686257,1.112485e-8,0.0003799389,0.0005207732,0.8754243,0.000218997],"study_design_scores_gemma":[0.001054399,0.00005022387,0.01093001,0.00001351369,0.0001025234,0.005727248,0.00009782104,0.000009828233,0.0005441503,0.00001561472,0.9813374,0.0001172204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2899526,0.009184028,0.0005147921,0.04380701,0.005869794,0.0003732098,0.000002269172,0.0002812285,0.6500151],"genre_scores_gemma":[0.7232487,0.0001125233,0.001231672,0.2699599,0.001067192,0.00004334196,0.00002934719,0.00003211662,0.004275203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6457399,"threshold_uncertainty_score":0.9953075,"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."}}