{"id":"W4288073243","doi":"10.35541/cjd.20201139","title":"Expert consensus on diagnosis and treatment of cutaneous basal cell carcinoma （2021）","year":2021,"lang":"en","type":"article","venue":"Chinese Journal of Dermatology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Basal cell carcinoma; Dermatology; Medicine; Basal cell; Pathology","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":[0.00002160414,0.0001818216,0.0008582653,0.0001262594,0.00003963346,0.000004441804,0.00004246586,0.00007951081,0.00009568265],"category_scores_gemma":[0.0001327157,0.0001176462,0.0001561296,0.0001082498,0.0001381018,0.000014793,0.00002953938,0.0001106893,0.000003693697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008196602,"about_ca_system_score_gemma":0.0001823954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001584863,"about_ca_topic_score_gemma":0.00001927762,"domain_scores_codex":[0.998994,0.00008374922,0.0004553397,0.0001442652,0.0001586555,0.000164019],"domain_scores_gemma":[0.9986811,0.0005562479,0.0002561729,0.0001815081,0.0001997186,0.0001251993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005555729,0.0006450224,0.9539818,0.00008753562,0.0002418196,0.03471561,0.0017462,0.000002291039,0.002059652,0.000009963916,0.003180764,0.002773728],"study_design_scores_gemma":[0.01152323,0.004029941,0.4749226,0.0002319807,0.0004405347,0.2423409,0.001584124,0.00004450288,0.2566236,0.000269148,0.007702191,0.000287271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966105,0.02339875,0.000003997686,0.008904024,0.0004153448,0.0000851204,0.000007637738,0.000002477283,0.00107764],"genre_scores_gemma":[0.9943319,0.004377526,0.0006700761,0.0003124872,0.0002129982,0.000006005711,0.000001602351,0.00001587516,0.00007155091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4790592,"threshold_uncertainty_score":0.4797472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01794082642930778,"score_gpt":0.2888057703728042,"score_spread":0.2708649439434965,"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."}}