{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006141875,0.001683404,0.002574921,0.001959261,0.0002472923,0.00181453,0.0009160152,0.001389109,0.004830685],"category_scores_gemma":[0.01461934,0.000712481,0.0107834,0.001256547,0.0004508226,0.001154598,0.001131081,0.001688678,0.00009986078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004447328,"about_ca_system_score_gemma":0.002704567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01309867,"about_ca_topic_score_gemma":0.009453577,"domain_scores_codex":[0.9954259,0.003694177,0.0001431462,0.0002400259,0.0002334656,0.0002634113],"domain_scores_gemma":[0.993592,0.005309407,0.0005513867,0.0001145916,0.0001707422,0.0002618542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.1205537,0.004592479,0.04113921,0.008507621,0.06016065,0.0006241585,0.0002349217,0.5527132,0.002111355,0.0101833,0.003182739,0.1959967],"study_design_scores_gemma":[0.02917344,0.05675684,0.06966431,0.003771372,0.1289771,0.00132606,0.001227049,0.6855556,0.002202661,0.01470295,0.006283564,0.0003591901],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489766,0.02947313,0.009288956,0.002618843,0.0002175471,0.001402475,0.002327878,0.00009478829,0.005599699],"genre_scores_gemma":[0.9935151,0.002777987,0.002459631,0.0002554721,0.00003630636,0.000317906,0.0003645051,0.000008864607,0.0002641308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01309867,"threshold_uncertainty_score":0.03248173,"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."}}