{"id":"W7133225254","doi":"10.2310/6620.2010.00008v","title":"Art and Science of Shaving: Dermatologist's Perspective","year":2010,"lang":"en","type":"article","venue":"Dermatitis","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); MEDLINE; Art methodology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001156954,0.00007718563,0.0001414992,0.0001007955,0.0001414971,0.00002615503,0.0001405105,0.00004288703,0.0004174783],"category_scores_gemma":[0.0001353418,0.0000694172,0.00002357907,0.0001803702,0.001257421,0.0001559002,0.0000851202,0.0001363415,0.0001481865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007695655,"about_ca_system_score_gemma":0.00002734036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001506688,"about_ca_topic_score_gemma":0.00008622854,"domain_scores_codex":[0.9993549,0.00001567612,0.0001335379,0.000189888,0.0001177961,0.0001882209],"domain_scores_gemma":[0.9994513,0.00006177726,0.00006354479,0.0002212624,0.0001512709,0.0000508562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00000479338,0.0001382857,0.1060883,0.00003178606,0.00006472044,0.0001269394,0.01653139,7.075607e-8,0.0122154,0.7126095,0.1484766,0.003712279],"study_design_scores_gemma":[0.0003999567,0.00003688321,0.9629388,0.0000108728,0.00002227495,0.0006046959,0.004350098,0.00001478117,0.004709364,0.009484322,0.01726339,0.0001645746],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6742259,0.0004128598,0.0002140551,0.003627404,0.0004868482,0.0001034821,0.00001293138,0.00004480689,0.3208718],"genre_scores_gemma":[0.99777,0.0000158528,0.001110165,0.0006789002,0.00003244143,0.00001239239,7.818192e-7,0.000005293823,0.0003741986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8568505,"threshold_uncertainty_score":0.463302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696142794932149,"score_gpt":0.311919613332635,"score_spread":0.2949581853833135,"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."}}