{"id":"W147031276","doi":"10.1177/229255030701500106","title":"Evaluation of sun protection behaviour in patients following excision of a skin lesion","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Skin Protection and Aging","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Sun protection; Sun exposure; Sun protection factor; Lesion; Skin cancer; Dermatology; Skin lesion; Surgery; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004653879,0.00007528326,0.000287875,0.001413438,0.00003321622,0.000004782366,0.00003277317,0.00008003652,0.00007801385],"category_scores_gemma":[0.005267252,0.00006951205,0.0001860766,0.0004183698,0.00002307983,0.0001008466,0.000003284874,0.0001899184,9.468648e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003817227,"about_ca_system_score_gemma":0.001222328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002370184,"about_ca_topic_score_gemma":0.002885626,"domain_scores_codex":[0.9982477,0.0001110721,0.0007131047,0.00008144044,0.0006749327,0.0001717197],"domain_scores_gemma":[0.9982687,0.0003585686,0.0004307241,0.00007487803,0.0006460454,0.0002210649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001849967,0.00007303942,0.9405941,0.00003358465,0.00003246817,0.00005784628,0.0002246739,0.000147176,0.001581676,0.00000116752,0.00007307703,0.05699619],"study_design_scores_gemma":[0.00130311,0.0001641164,0.9919558,0.001307953,0.0001408499,0.00003102469,0.0002361788,0.0002404264,0.004514931,0.00002741565,0.00002302656,0.00005515395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969658,0.0001085292,0.001248659,0.00001910158,0.001393285,0.0002137008,0.000001502761,0.000001841824,0.00004753881],"genre_scores_gemma":[0.999835,0.000001456149,0.00006592934,0.000007942589,0.00006976524,0.000001688965,0.000002398725,0.00001000304,0.00000577833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05694104,"threshold_uncertainty_score":0.6305773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05505877221003575,"score_gpt":0.2930674779595236,"score_spread":0.2380087057494879,"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."}}