{"id":"W2217381854","doi":"","title":"Visual and Text Coverage of Skin Cancer and Recreational Tanning in Popular North American Magazines from 2000 to 2012","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Recreation; Skin cancer; Cancer; Medicine; Dermatology; Political science; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006421097,0.0002357945,0.0002037057,0.003130446,0.0004274311,0.00114132,0.0002495776,0.0002884736,0.007396034],"category_scores_gemma":[0.005240832,0.0001266653,0.0002216375,0.003034451,0.0002705779,0.001150723,0.0006432977,0.000407886,0.0009954879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007421266,"about_ca_system_score_gemma":0.0003699352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01217153,"about_ca_topic_score_gemma":0.0268588,"domain_scores_codex":[0.9995738,0.0001001527,0.00005128922,0.00006557402,0.000150052,0.00005928946],"domain_scores_gemma":[0.9914612,0.002362618,0.003896613,0.0001125216,0.001662691,0.0005043991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000868459,0.0002960805,0.7928376,0.003803902,0.0001547616,0.0004901001,0.03305896,0.00009810704,0.001879177,0.0003651089,0.03928559,0.126862],"study_design_scores_gemma":[0.000005597511,0.00005969209,0.9760834,0.0003381668,0.00005157557,0.000192469,0.008762158,0.00008000516,0.0001865064,0.00002615713,0.01420204,0.00001238366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670319,0.002911279,0.00007527359,0.0009998026,0.0001070757,0.00004788666,0.01682916,0.00004511651,0.01195246],"genre_scores_gemma":[0.9719857,0.005758632,0.0005770949,0.001020789,0.0004477925,0.0001908428,0.009503075,0.00004112895,0.01047487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01217153,"threshold_uncertainty_score":0.02474225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010419364199232,"score_gpt":0.2549544136333715,"score_spread":0.2445350494341395,"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."}}