{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0102897,0.003120103,0.004228565,0.001220844,0.001212139,0.001440636,0.001990485,0.003743195,0.009599687],"category_scores_gemma":[0.00440322,0.001288984,0.00207871,0.001154955,0.00224352,0.001339721,0.000727938,0.004259695,0.001714429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109579,"about_ca_system_score_gemma":0.003298785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005661761,"about_ca_topic_score_gemma":0.0009940602,"domain_scores_codex":[0.9941633,0.003261329,0.0005032379,0.0007725641,0.0007027849,0.000596742],"domain_scores_gemma":[0.9964917,0.0006047659,0.001015752,0.0005872246,0.0005595067,0.000741027],"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":[0.9141393,0.06283709,0.0007488552,0.000930678,0.0005021699,0.00005722179,0.00007575394,0.0004599437,0.0118252,0.0002440086,0.0009315251,0.00724828],"study_design_scores_gemma":[0.7679949,0.2268625,0.001229392,0.00004104105,0.0002485858,0.00003094893,0.00002072851,0.0002491898,0.001489896,0.0001024494,0.001708427,0.0000220148],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.5070186,0.001925178,0.006598291,0.0007007429,0.001537468,0.4756108,0.002775372,0.0003117407,0.003521845],"genre_scores_gemma":[0.3871934,0.001737455,0.01641757,0.002058835,0.001304271,0.5835701,0.001927656,0.00007693785,0.005713878],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.0102897,"threshold_uncertainty_score":0.05441779,"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."}}