{"id":"W4244590694","doi":"10.1097/01.der.0000430783.80656.9d","title":"Self-Assessment","year":2013,"lang":"en","type":"article","venue":"Dermatitis","topic":"Neonatal skin health care","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Traditional medicine; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.002631569,0.0005582713,0.0009924084,0.001618272,0.0007398775,0.001006108,0.0006863879,0.0008407203,0.03944172],"category_scores_gemma":[0.007684451,0.000171203,0.001256996,0.0005298571,0.0002954668,0.0007347444,0.0008768823,0.001502675,0.009131913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005322922,"about_ca_system_score_gemma":0.0007022748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001570875,"about_ca_topic_score_gemma":0.003054284,"domain_scores_codex":[0.9979529,0.0004627112,0.0002798089,0.0001971811,0.0009511273,0.0001562341],"domain_scores_gemma":[0.9951132,0.0008627962,0.0007923529,0.0004183813,0.002430144,0.0003832076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001466494,0.004981119,0.4565931,0.002694091,0.0007192895,0.000635778,0.003655943,0.0006506174,0.004431237,0.001467402,0.09871045,0.4239945],"study_design_scores_gemma":[0.0003679019,0.004095071,0.8088914,0.00223,0.0005182982,0.004858518,0.003990622,0.00177944,0.00294489,0.001776183,0.168346,0.0002017417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6662118,0.008065184,0.007087749,0.004077192,0.001095911,0.0109876,0.0132048,0.000675687,0.2885942],"genre_scores_gemma":[0.8369103,0.007913296,0.01474693,0.002502202,0.0003320262,0.005155132,0.009901441,0.0001197105,0.122419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03944172,"threshold_uncertainty_score":0.1319457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02382468919373665,"score_gpt":0.3896021314229229,"score_spread":0.3657774422291862,"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."}}