{"id":"W2034370004","doi":"10.1007/s10227-005-0009-3","title":"Impact of Melanoma Diagnosis on Sun-Awareness and Protection: Efficacy of Education Campaigns in a High-Risk Population","year":2004,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Melanoma; Population; Sun protection; Medical advice; Dermatology; Family medicine; Environmental health; Psychiatry","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":[0.001137642,0.0001333557,0.0002146408,0.0003503983,0.0002546342,0.0003433637,0.0001477233,0.0004519883,0.001632079],"category_scores_gemma":[0.005972412,0.00008900595,0.0003682942,0.0002160409,0.0001896308,0.0003203905,0.0003104687,0.0004329556,0.0001397794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002569927,"about_ca_system_score_gemma":0.0003008047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002005504,"about_ca_topic_score_gemma":0.001797825,"domain_scores_codex":[0.9994171,0.0002992525,0.00002993242,0.00005199455,0.0001209486,0.00008088278],"domain_scores_gemma":[0.9962572,0.00197348,0.000881825,0.0001464373,0.0002222976,0.0005187631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00118245,0.002026515,0.9722703,0.00006775322,0.0001375045,0.00007442037,0.0003126788,0.0001566138,0.0003485341,0.00002085133,0.0001356703,0.02326667],"study_design_scores_gemma":[0.0000324184,0.001632417,0.9977072,0.000009078583,0.00004168477,0.00005629379,0.0001398126,0.0001530145,0.00006867533,0.00001395616,0.0001426091,0.000002716871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987456,0.0002781135,0.00001731279,0.00009815804,0.000005767297,0.00001264503,0.00002467085,0.000002333508,0.0008154788],"genre_scores_gemma":[0.9997665,0.00008312878,0.00001887608,0.0000245064,0.000008728124,0.000003888615,0.00002173366,3.410274e-7,0.00007216481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002005504,"threshold_uncertainty_score":0.006016493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02339616448104049,"score_gpt":0.2958034791439149,"score_spread":0.2724073146628744,"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."}}