{"id":"W3152631905","doi":"10.1002/cncr.33499","title":"To ban or not to ban tanning bed use for minors: A cost‐effectiveness analysis from multiple US perspectives for invasive melanoma","year":2021,"lang":"en","type":"article","venue":"Cancer","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Princess Margaret Cancer Centre; Toronto East General Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"National Cancer Institute","keywords":"Medicine; Melanoma; Dermatology; Environmental health; Cancer research","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":[0.0001173343,0.0002108178,0.0005469832,0.0002787976,0.000133253,0.00007673589,0.00008262216,0.00007555863,0.0004532197],"category_scores_gemma":[0.001354978,0.0001893526,0.00029485,0.0007190287,0.00002068238,0.00006770088,0.0000687765,0.00007379185,0.00001242197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000650421,"about_ca_system_score_gemma":0.0001885223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001459686,"about_ca_topic_score_gemma":0.01211876,"domain_scores_codex":[0.99855,0.00005700967,0.0002209009,0.0006728079,0.0001802829,0.0003189898],"domain_scores_gemma":[0.9979398,0.0008688464,0.00006985595,0.0003735276,0.0004753259,0.000272688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.05805106,0.001173203,0.1461218,0.001154088,0.02046662,0.001089093,0.03582925,0.008688083,0.6243049,0.0003449262,0.01917316,0.08360387],"study_design_scores_gemma":[0.009670638,0.001801359,0.3463795,0.0005871923,0.005622106,0.00002880307,0.01622875,0.003703773,0.3610087,0.00001978537,0.2540209,0.0009284808],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705654,0.0001666293,0.02371557,0.001412591,0.0004099341,0.003011617,0.0005887558,0.00006825637,0.00006121059],"genre_scores_gemma":[0.9845697,0.00002515993,0.005642966,0.001988284,0.0003932715,0.002407893,0.0001145739,0.0000455658,0.004812616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2632962,"threshold_uncertainty_score":0.7721574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05817240222624002,"score_gpt":0.3457587348671324,"score_spread":0.2875863326408924,"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."}}