{"id":"W2898055347","doi":"10.2196/11530","title":"Evaluating the Noninferiority of a New Photodynamic Therapy (Flexitheralight) Compared With Conventional Treatment for Actinic Keratosis: Protocol for a Phase 2 Study","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Actinic keratosis; Tolerability; Medicine; Photodynamic therapy; Dermatology; Cryotherapy; Clinical trial; Keratosis; Quality of life (healthcare); Target lesion; Protocol (science); Surgery; Basal cell; Adverse effect; Internal medicine; Pathology; Nursing","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":[0.0136111,0.003060955,0.005006211,0.001296611,0.001117688,0.001447474,0.002593867,0.003265859,0.01121301],"category_scores_gemma":[0.006758888,0.001016213,0.003199261,0.001361011,0.001941498,0.001156243,0.001007378,0.003634054,0.001631409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001510582,"about_ca_system_score_gemma":0.004244069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007412576,"about_ca_topic_score_gemma":0.001064091,"domain_scores_codex":[0.9936254,0.00354275,0.0006123135,0.0006979745,0.0009032685,0.0006183083],"domain_scores_gemma":[0.9942783,0.001299588,0.001455999,0.0008686576,0.001276468,0.0008209666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.8184091,0.1313297,0.001432574,0.00205671,0.0008665239,0.0001713821,0.0002616325,0.001481977,0.02258775,0.0003231665,0.001633471,0.01944594],"study_design_scores_gemma":[0.3416584,0.6444202,0.003912965,0.0001226597,0.0004422594,0.00006571101,0.00006810491,0.0004772744,0.003749809,0.0001793171,0.004855043,0.00004825816],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.351414,0.001276056,0.004220689,0.0003222863,0.0006664558,0.6362937,0.002478955,0.0001593599,0.003168477],"genre_scores_gemma":[0.1773805,0.001237641,0.01011516,0.0007334145,0.0004239698,0.8045446,0.001778172,0.00005171811,0.003734798],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0136111,"threshold_uncertainty_score":0.07198328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6334542872405827,"score_gpt":0.6825194596487613,"score_spread":0.04906517240817854,"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."}}