{"id":"W1998652494","doi":"10.1016/j.jaad.2014.07.046","title":"Assessing adherence with phototherapy protocols","year":2014,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; Centre for Advancing Health Outcomes; University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Medicine; MEDLINE; Dermatology; Intensive care medicine","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":[0.0141288,0.0003575752,0.0006375478,0.001360159,0.001285533,0.001375938,0.001141107,0.001012566,0.003335848],"category_scores_gemma":[0.06086227,0.0002708707,0.001095888,0.0008973338,0.0003895901,0.001118514,0.001348284,0.001775494,0.0006756848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001433111,"about_ca_system_score_gemma":0.002461287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005308966,"about_ca_topic_score_gemma":0.006310219,"domain_scores_codex":[0.9741391,0.0096294,0.005110129,0.001125991,0.00896395,0.001031488],"domain_scores_gemma":[0.9601762,0.01353971,0.01270658,0.003799368,0.008070316,0.001707881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001503384,0.004492975,0.7408125,0.0006109266,0.000608233,0.0002252602,0.005186595,0.0008177027,0.002041014,0.0005747513,0.003110647,0.2400161],"study_design_scores_gemma":[0.0001237431,0.005237952,0.9572734,0.000908719,0.000587312,0.0008686651,0.007350639,0.004193943,0.004627035,0.001064503,0.01766028,0.0001038093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720066,0.001023381,0.004159988,0.001309257,0.0001951976,0.001966686,0.0006061039,0.0001132997,0.01861954],"genre_scores_gemma":[0.9783644,0.0009689829,0.01353227,0.0006757838,0.0001074204,0.001494481,0.0007143827,0.00003707326,0.004105293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0141288,"threshold_uncertainty_score":0.07472116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0289464904360851,"score_gpt":0.3254488855279885,"score_spread":0.2965023950919034,"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."}}