{"id":"W4400134275","doi":"10.1093/ced/llae243","title":"Skin cancer decision-making in people with dementia","year":2024,"lang":"en","type":"article","venue":"Clinical and Experimental Dermatology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Dementia; Medicine; Skin cancer; Dermatology; Cancer; Internal medicine; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0147745,0.0002518177,0.0005141444,0.0008690689,0.007450552,0.005529941,0.0008520015,0.00177388,0.003202477],"category_scores_gemma":[0.037174,0.0002905941,0.0006657762,0.0008200348,0.005348725,0.003688482,0.004429097,0.003743544,0.0003227853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003050338,"about_ca_system_score_gemma":0.007677087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007155806,"about_ca_topic_score_gemma":0.01453546,"domain_scores_codex":[0.982484,0.01460574,0.0005293645,0.0003236937,0.0007706881,0.001286507],"domain_scores_gemma":[0.9865687,0.008326911,0.001611106,0.0004583649,0.001068492,0.001966414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0008403125,0.001785718,0.1215205,0.001372014,0.0001612406,0.008357176,0.6962276,0.0002738466,0.0002858486,0.03734523,0.0221471,0.1096834],"study_design_scores_gemma":[0.0002037444,0.000803243,0.02002185,0.002429486,0.00006934092,0.00552887,0.8956301,0.000271403,0.0002829065,0.02631115,0.04836012,0.00008768573],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9061823,0.008192411,0.0005293106,0.04439021,0.0006502671,0.0001585508,0.00005941845,0.000007230555,0.03983018],"genre_scores_gemma":[0.988025,0.00270088,0.0005264691,0.007075042,0.0001338038,0.00007283959,0.00002311329,0.000002846058,0.001439959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0147745,"threshold_uncertainty_score":0.07813597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02172832972760484,"score_gpt":0.3985759435401104,"score_spread":0.3768476138125055,"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."}}