{"id":"W4255506309","doi":"10.1097/01206501-200709000-00012","title":"ACDS News September 2007","year":2007,"lang":"en","type":"article","venue":"Dermatitis","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001613159,0.001537432,0.001249158,0.001699486,0.00244229,0.005658102,0.00140166,0.01445015,0.2047113],"category_scores_gemma":[0.006473409,0.000806243,0.001938062,0.001079743,0.001001907,0.002258227,0.00183581,0.01039895,0.1443174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001951126,"about_ca_system_score_gemma":0.002269623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006965847,"about_ca_topic_score_gemma":0.02359238,"domain_scores_codex":[0.9982573,0.0001790253,0.00009081021,0.0001206762,0.001024651,0.0003275413],"domain_scores_gemma":[0.996392,0.0007708552,0.0002319559,0.0001906276,0.001478073,0.0009364837],"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":[0.00002605268,0.00001252527,0.00004253415,0.00004245787,0.00000266413,0.00006174792,0.000005047374,0.00000610511,0.00003536409,0.000243349,0.9894375,0.01008463],"study_design_scores_gemma":[0.00002032028,0.00001829646,0.0005216083,0.00009112276,0.000006150161,0.00006872825,0.00002948569,0.00001253853,0.00004671428,0.0001537898,0.9990267,0.000004464854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009062345,0.02555304,0.0004232483,0.2376934,0.2559727,0.0002536546,0.002080915,0.0007968794,0.47632],"genre_scores_gemma":[0.001765308,0.00753861,0.0002205388,0.0737732,0.03879619,0.00009733102,0.0009341948,0.00009746051,0.8767772],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7952887,"threshold_uncertainty_score":0.6848276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05533833220536407,"score_gpt":0.4653203230040276,"score_spread":0.4099819907986635,"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."}}