{"id":"W142336934","doi":"10.1177/120347541201600106","title":"Pathway to Dry Skin Prevention and Treatment","year":2012,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002957737,0.0001070994,0.00050228,0.0002195106,0.00004305587,0.000004095399,0.00001591804,0.00005762307,0.0001046867],"category_scores_gemma":[0.0003087042,0.00006549244,0.00008728163,0.000069959,0.00007111148,0.00007562787,0.000008141849,0.00007989386,0.000004269704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002400927,"about_ca_system_score_gemma":0.00009739479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000541486,"about_ca_topic_score_gemma":0.000002142889,"domain_scores_codex":[0.9991482,0.0000578935,0.0003710571,0.00007049244,0.0001743247,0.0001780585],"domain_scores_gemma":[0.9987968,0.0004545719,0.000139444,0.00007844681,0.00006719684,0.0004635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001218044,0.0005630776,0.7194054,0.0001279036,0.0003168432,0.003576267,0.001951237,4.511624e-7,0.0008991393,0.00005309578,0.05057624,0.2213123],"study_design_scores_gemma":[0.003613635,0.003819842,0.401444,0.00232315,0.001551698,0.1589199,0.002701684,0.0000177992,0.002386483,0.0006040141,0.4222288,0.000389018],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817451,0.0124077,0.00004297336,0.004294232,0.000349026,0.00009623743,9.123672e-7,0.000007107213,0.001056745],"genre_scores_gemma":[0.9948018,0.002273088,0.000133744,0.001258235,0.0006935735,0.000001841764,0.000002644638,0.000008419294,0.0008266442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3716525,"threshold_uncertainty_score":0.2670704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0281481406419039,"score_gpt":0.2937672813658845,"score_spread":0.2656191407239806,"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."}}