{"id":"W1992857280","doi":"10.1007/s10227-005-0040-4","title":"Stephen Rothman’s text on Physiology and Biochemistry of the Skin","year":2004,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Physiology; Dermatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002919988,0.0001436494,0.0008444207,0.0001508531,0.00006861333,0.000001036117,0.00005701624,0.0001020746,0.00002385079],"category_scores_gemma":[0.0005287403,0.0000752156,0.0001179585,0.0001066921,0.0007314591,0.00001862521,0.00002626146,0.0003261396,9.261556e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003832421,"about_ca_system_score_gemma":0.0002022254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001039357,"about_ca_topic_score_gemma":0.000001133599,"domain_scores_codex":[0.9987858,0.00004425865,0.0005861885,0.000125819,0.0003009132,0.0001570157],"domain_scores_gemma":[0.998503,0.0005851418,0.0004322693,0.0001891063,0.0001460166,0.0001444598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.006621979,0.001347202,0.06462722,0.004396367,0.002547342,0.01268757,0.009904621,0.0000357459,0.1734089,0.0004886546,0.683757,0.04017741],"study_design_scores_gemma":[0.0271279,0.01200806,0.1133621,0.02076918,0.004470268,0.3790874,0.02051332,0.00003908404,0.08130527,0.004889311,0.3350387,0.00138933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747853,0.008337288,0.000006243024,0.01288212,0.0004080417,0.00008249976,8.799482e-7,0.000004698293,0.003492985],"genre_scores_gemma":[0.9850259,0.002943668,0.00003978841,0.01124137,0.0005059138,8.903507e-7,8.4307e-7,0.00001060988,0.0002309564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3663999,"threshold_uncertainty_score":0.3067203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0151248390340069,"score_gpt":0.2461165700999686,"score_spread":0.2309917310659617,"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."}}