{"id":"W2112755796","doi":"10.6000/1927-7229.2012.01.01.12","title":"Patient Performed Reading of a Phototest - A Reliable Method?","year":2012,"lang":"en","type":"article","venue":"Journal of Analytical Oncology","topic":"Skin Protection and Aging","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Reading (process); Population; Clinical Practice; Reliability (semiconductor); Primary care; Cohen's kappa; Test (biology); Dermatology; Family medicine; Environmental health; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0240979,0.0004209302,0.000884648,0.001048822,0.0003187146,0.001131783,0.0006675826,0.0012544,0.001576233],"category_scores_gemma":[0.07756478,0.0003480472,0.0005451761,0.0008942458,0.001004898,0.0009686822,0.0005887597,0.0004735484,0.001205363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002125235,"about_ca_system_score_gemma":0.0003322303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008317382,"about_ca_topic_score_gemma":0.001182553,"domain_scores_codex":[0.9717122,0.0178486,0.002398581,0.003116611,0.004536267,0.0003877825],"domain_scores_gemma":[0.9000936,0.06304026,0.01488342,0.01102884,0.009911572,0.001042344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004957897,0.00009451084,0.9431548,0.0004484267,0.0002786773,0.0001923424,0.001199888,0.0001746662,0.003373901,0.0001556153,0.0008710006,0.0495605],"study_design_scores_gemma":[0.0000425453,0.001732382,0.977471,0.0005039126,0.0005644952,0.002991277,0.001333848,0.003171746,0.006868328,0.00048085,0.004781554,0.00005807738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9430874,0.009737871,0.03264658,0.001883821,0.0009230223,0.0002377637,0.0006792858,0.0003162586,0.01048796],"genre_scores_gemma":[0.9895509,0.0005702694,0.008684953,0.0002932193,0.0001886028,0.00004997926,0.0001694641,0.00002699691,0.0004656103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0240979,"threshold_uncertainty_score":0.1274434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03699093424365221,"score_gpt":0.3824961339568744,"score_spread":0.3455051997132222,"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."}}