{"id":"W2913101556","doi":"10.2196/12990","title":"A New Light-Emitting, Fabric-Based Device for Photodynamic Therapy of Actinic Keratosis: Protocol for a Randomized, Controlled, Multicenter, Intra-Individual, Phase II Noninferiority Study (the Phosistos Study)","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Actinic keratosis; Medicine; Photodynamic therapy; Cosmesis; Cryotherapy; Scalp; Dermatology; Surgery; Randomized controlled trial; Clinical endpoint; Curettage; Skin cancer; Forehead; Keratosis; Erythema; Basal cell; Cancer; Pathology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01048074,0.000696268,0.003419863,0.0004920416,0.0008177618,0.0002115806,0.001046985,0.0001914975,0.000264805],"category_scores_gemma":[0.001980452,0.0004221368,0.001002102,0.0008288027,0.0002664114,0.0001951821,0.0003625553,0.0009517929,0.00001810696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003392538,"about_ca_system_score_gemma":0.00195797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001881736,"about_ca_topic_score_gemma":0.0001262575,"domain_scores_codex":[0.9915212,0.001985918,0.001972228,0.001182757,0.002099277,0.001238569],"domain_scores_gemma":[0.9903541,0.004887618,0.001073564,0.001594285,0.001772687,0.0003177133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9143649,0.03699803,0.01528442,0.002026817,0.003177664,0.000009667119,0.006633485,0.000002487476,0.006937015,0.00001213527,0.004986828,0.00956655],"study_design_scores_gemma":[0.8685012,0.0528047,0.0007101024,0.00213376,0.0001681394,0.000002319387,0.002429472,0.0008551247,0.01710737,0.0000213183,0.05489682,0.0003696943],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1071014,0.0000196748,0.0001885634,0.0007018176,0.00003063557,0.8916513,0.00003999006,0.00008335555,0.0001832672],"genre_scores_gemma":[0.1333517,8.215785e-7,0.001016355,0.0001408408,0.0002878295,0.8644884,0.000007248956,0.0001246289,0.0005821725],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04990999,"threshold_uncertainty_score":0.999823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1728687078307453,"score_gpt":0.5451105253558567,"score_spread":0.3722418175251114,"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."}}