{"id":"W4241549585","doi":"10.1007/bf03405307","title":"Burden of Malignancy After a Primary Skin Cancer: Recurrence, Multiple Skin Cancers and Second Primary Cancers","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Golder Associates (Canada); University of British Columbia","funders":"","keywords":"Skin cancer; Medicine; Cancer; Melanoma; Malignancy; Incidence (geometry); Dermatology; Primary cancer; Oncology; Internal medicine; Cancer research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001797121,0.0004387567,0.001136337,0.001819956,0.0006736481,0.00116953,0.0009448513,0.001019573,0.004088984],"category_scores_gemma":[0.005905666,0.0004714554,0.003977792,0.003182105,0.0003356618,0.001026006,0.0009791533,0.001524321,0.0002456211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001689188,"about_ca_system_score_gemma":0.002642974,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2059616,"about_ca_topic_score_gemma":0.2382521,"domain_scores_codex":[0.9986089,0.0003886982,0.0001959569,0.0002445676,0.0002563944,0.0003055402],"domain_scores_gemma":[0.9953491,0.0007300353,0.001991851,0.000538597,0.0005205397,0.000869922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005817505,0.00003965939,0.993605,0.0001145507,0.001205373,0.00009317031,0.000133508,0.0001136252,0.00008885694,0.00008238577,0.000512776,0.003429442],"study_design_scores_gemma":[0.00002319114,0.0001372001,0.9980882,0.00004324304,0.0005069957,0.0001749265,0.0002909175,0.00009486928,0.00002710412,0.00003417135,0.000569157,0.000009932761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970588,0.02122779,0.0001639993,0.0008204223,0.00009520764,0.00003133426,0.004322359,0.00001090171,0.002739851],"genre_scores_gemma":[0.9935752,0.003662,0.00006528738,0.0001106951,0.0001123624,0.00001764067,0.001691264,0.00000482436,0.0007607516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7940384,"threshold_uncertainty_score":0.4095256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02140731996453159,"score_gpt":0.2761074559824567,"score_spread":0.2547001360179251,"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."}}