{"id":"W2099237146","doi":"10.1111/bjd.12751","title":"Skin cancer: more than skin deep?","year":2014,"lang":"en","type":"letter","venue":"British Journal of Dermatology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada; University of British Columbia; SKiN Health","funders":"","keywords":"Medicine; Dermatology; Cancer; Skin cancer; Internal medicine","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001474077,0.000441342,0.002216188,0.0003743265,0.0001320234,0.00005732511,0.00049801,0.001081547,0.0003103469],"category_scores_gemma":[0.0001509422,0.0004739888,0.0006194111,0.0001760197,0.0004238407,0.00009564168,0.0001226337,0.003572657,0.0000558434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002710065,"about_ca_system_score_gemma":0.0004533841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003873369,"about_ca_topic_score_gemma":0.0003163541,"domain_scores_codex":[0.9966727,0.0002504524,0.001221589,0.0003951397,0.0007150086,0.0007451147],"domain_scores_gemma":[0.9974141,0.0002482092,0.001267151,0.0003561912,0.0005328832,0.00018143],"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":[0.00006554648,0.00003816957,0.0123184,0.0004777295,0.0008419009,0.09893151,0.0001342975,8.522591e-7,0.000002803976,0.000001682728,0.8686818,0.01850532],"study_design_scores_gemma":[0.001635675,0.00008696263,0.01374957,0.001269841,0.000454452,0.40017,0.00003953304,0.000004186685,0.0001669227,0.00006399825,0.5821072,0.0002516336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01333681,0.06087136,0.0003720964,0.9196954,0.002900821,0.0003555036,0.00005639927,0.00003444406,0.00237717],"genre_scores_gemma":[0.09791155,0.01801117,0.001541564,0.8612885,0.01938649,0.00006340975,0.00009608419,0.0002604159,0.001440769],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3012385,"threshold_uncertainty_score":0.9997712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294455202113056,"score_gpt":0.2768570926932934,"score_spread":0.2639125406721629,"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."}}