{"id":"W2046107722","doi":"10.1007/s13187-012-0355-y","title":"Visual Images for Skin Cancer Prevention: A Systematic Review of Qualitative Studies","year":2012,"lang":"en","type":"review","venue":"Journal of Cancer Education","topic":"Skin Protection and Aging","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"PsycINFO; Medicine; Skin cancer; Focus group; Qualitative research; MEDLINE; Ethnic group; Family medicine; Cancer; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00192563,0.0002122056,0.002742662,0.0002679016,0.00003824263,0.000008571874,0.00008671829,0.00007757011,0.0001161846],"category_scores_gemma":[0.0007844027,0.0001356848,0.0008161608,0.0003004034,0.00003837378,0.0001417593,0.00001164488,0.0002354504,0.000001918168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006639558,"about_ca_system_score_gemma":0.002783858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001457362,"about_ca_topic_score_gemma":0.000002719957,"domain_scores_codex":[0.9972957,0.0004394316,0.001674568,0.0001163389,0.0003501748,0.0001237887],"domain_scores_gemma":[0.9934496,0.0003261321,0.004260341,0.0001308894,0.00175353,0.00007949326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000009822615,0.0001125316,0.000001156991,0.7231219,0.001119751,1.411214e-7,0.001033314,2.641146e-8,5.090622e-7,0.00001172487,0.004069539,0.2705195],"study_design_scores_gemma":[0.0001809154,0.00012126,0.000002501516,0.7926678,0.01571254,0.00008502386,0.001947501,9.733578e-8,0.00001579404,0.00003196278,0.1891417,0.00009292824],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004462141,0.9937163,0.0002061828,0.0006354018,0.002579843,0.00280876,0.00001203896,0.00000419038,0.00003280426],"genre_scores_gemma":[0.00001652023,0.9933131,0.000523313,0.0001927746,0.002221176,0.001792181,0.000008364341,0.00002877374,0.001903742],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2704266,"threshold_uncertainty_score":0.5533066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2114439371460712,"score_gpt":0.640636631750763,"score_spread":0.4291926946046918,"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."}}