{"id":"W1572341648","doi":"10.1111/ajd.12295","title":"Treatment of face and scalp solar (actinic) keratosis with daylight‐mediated photodynamic therapy is possible throughout the year in <scp>A</scp>ustralia: Evidence from a clinical and meteorological study","year":2015,"lang":"en","type":"article","venue":"Australasian Journal of Dermatology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Probity Medical Research","funders":"","keywords":"Actinic keratosis; Daylight; Medicine; Scalp; Dermatology; Irradiance; Skin cancer; Sunlight; Photodynamic therapy; Basal cell; Cancer; Internal medicine; Astronomy; Optics","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":[0.0009202378,0.0001663419,0.00048432,0.0001702298,0.0001538794,0.0002650369,0.0003522093,0.0002180357,0.002065742],"category_scores_gemma":[0.001776957,0.00008636661,0.0004843188,0.0003098725,0.0003664552,0.0001954621,0.000154628,0.0002669608,0.00009262247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006700293,"about_ca_system_score_gemma":0.0005980537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006514689,"about_ca_topic_score_gemma":0.01112365,"domain_scores_codex":[0.9995233,0.0002863683,0.0000410605,0.00004400387,0.00007094388,0.00003440284],"domain_scores_gemma":[0.9982837,0.0008324053,0.0005986315,0.00005498921,0.0001414652,0.0000887924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.08394197,0.004728653,0.09800978,0.02340418,0.005712322,0.0003763013,0.0005591647,0.00128345,0.01649629,0.0002974935,0.003003026,0.7621874],"study_design_scores_gemma":[0.02096462,0.08792583,0.8610743,0.002340316,0.004820625,0.001571746,0.0004519395,0.0008094765,0.003471966,0.0001890065,0.01634432,0.00003590764],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9377403,0.05908452,0.0001653569,0.0003536808,0.00004371664,0.0001703786,0.0001591699,0.000008857543,0.002274124],"genre_scores_gemma":[0.9760765,0.02296413,0.000309335,0.0001872151,0.0000624513,0.00007733529,0.0001211634,0.000002464004,0.0001993825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006514689,"threshold_uncertainty_score":0.01295358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07825167554298677,"score_gpt":0.3737959670649601,"score_spread":0.2955442915219733,"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."}}