{"id":"W60952472","doi":"10.15173/m.v1i9.680","title":"Acne Vulgaris: An Attack on the Skin and the Psyche","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Acne; Psyche; Dermatology; Medicine; Psychology; Psychoanalysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000703025,0.0001244701,0.0001560454,0.00001437991,0.0003245289,0.00002315048,0.0001187084,0.00004365761,0.0002083195],"category_scores_gemma":[0.00006524794,0.00003568672,0.00005775603,0.00007508887,0.0002256257,0.00004455881,0.00002962795,0.0001862445,0.0001902141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001637655,"about_ca_system_score_gemma":0.00003292597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006372797,"about_ca_topic_score_gemma":0.000004646284,"domain_scores_codex":[0.9992408,0.0001706462,0.00008924343,0.0001082202,0.0001474924,0.0002436345],"domain_scores_gemma":[0.9989922,0.0003221246,0.00003915417,0.000505655,0.00001348726,0.0001273889],"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":[0.003828964,0.004792514,0.05532005,0.0001391004,0.001771001,0.00001394048,0.1417571,0.000001713803,0.001455469,0.05273899,0.6438178,0.09436332],"study_design_scores_gemma":[0.009628743,0.001501176,0.3694764,0.0002231603,0.001674097,0.000365909,0.02312567,0.000141975,0.007086184,0.001120805,0.5851698,0.0004860591],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9472437,0.002012194,0.000002167714,0.04352372,0.0004256258,0.0004993135,0.000001763054,0.00001836407,0.006273178],"genre_scores_gemma":[0.9879148,0.0001497616,0.00002174319,0.00729648,0.001042884,0.00006977846,0.000003957012,0.00001577145,0.003484821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3141564,"threshold_uncertainty_score":0.2496047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05251521383900275,"score_gpt":0.3503655830550188,"score_spread":0.297850369216016,"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."}}