{"id":"W2462230910","doi":"10.2196/resprot.5757","title":"Diagnosis of Basal Cell Carcinoma by Reflectance Confocal Microscopy: Study Design and Protocol of a Randomized Controlled Multicenter Trial","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Basal cell carcinoma; Skin cancer; Randomized controlled trial; Biopsy; Clinical trial; Protocol (science); Gold standard (test); Cancer; Surgery; Radiology; Pathology; Basal cell; Internal medicine; Alternative 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":[0.04365515,0.005882131,0.01049069,0.001776863,0.002041179,0.00300636,0.002642116,0.00734856,0.02220757],"category_scores_gemma":[0.04117797,0.002210305,0.005154439,0.002898839,0.003257705,0.003045845,0.001568187,0.004245441,0.003270058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003037633,"about_ca_system_score_gemma":0.009879328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00135064,"about_ca_topic_score_gemma":0.001629376,"domain_scores_codex":[0.9626681,0.02867312,0.002694538,0.002202388,0.001867029,0.001894811],"domain_scores_gemma":[0.9823428,0.006520856,0.00407936,0.002248038,0.002988166,0.001820817],"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":[0.9667437,0.008600113,0.001245419,0.006000469,0.002658106,0.00009379727,0.000114289,0.001144046,0.0007190859,0.001135288,0.002860076,0.008685529],"study_design_scores_gemma":[0.9609472,0.02777378,0.001461948,0.0007708573,0.001445097,0.00003180933,0.00005274063,0.001587998,0.0003854946,0.001178601,0.004316843,0.00004767274],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01645528,0.001148925,0.004191074,0.000616836,0.0008813222,0.9741334,0.001422328,0.0001228544,0.001027938],"genre_scores_gemma":[0.01266435,0.0002540952,0.003821142,0.0003983938,0.0001138608,0.9821877,0.0002193481,0.000006795928,0.000334311],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04365515,"threshold_uncertainty_score":0.2308733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1235914388689877,"score_gpt":0.5148348221774777,"score_spread":0.39124338330849,"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."}}