{"id":"W6926696835","doi":"10.25384/sage.24945442","title":"sj-pdf-5-cms-10.1177_12034754231223148 – Supplemental material for Montreal Derm FilEZ: Validation of an Online Dermatology Educational Platform for Medical Dermatology Residents, a Randomized Control Trial","year":2024,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Actinomycetales infections and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Alternative medicine; MEDLINE; Clinical trial; Photoaging","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005601761,0.000654642,0.001046848,0.0006850659,0.0006783782,0.001452485,0.001528722,0.002525477,0.5324359],"category_scores_gemma":[0.02011368,0.0004443338,0.001132922,0.0007184634,0.0004973315,0.0008669325,0.0006259645,0.002109444,0.06207458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417151,"about_ca_system_score_gemma":0.004491238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005730029,"about_ca_topic_score_gemma":0.01035242,"domain_scores_codex":[0.9981232,0.001021978,0.000156678,0.0001634545,0.0003629339,0.0001717125],"domain_scores_gemma":[0.9869494,0.007207771,0.00144969,0.0008703764,0.001698463,0.001824311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1307522,0.005101399,0.0009877055,0.002259554,0.0005032881,0.00005512547,0.0000447255,0.0002180827,0.001009632,0.0018169,0.7926164,0.06463508],"study_design_scores_gemma":[0.710034,0.02162221,0.01373748,0.001593066,0.0007881271,0.00006965808,0.00009176261,0.000902069,0.001672814,0.002048156,0.2473515,0.00008920269],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.05372668,0.006900122,0.008597387,0.03728786,0.01076321,0.1292149,0.5089897,0.006034978,0.2384851],"genre_scores_gemma":[0.2174353,0.004447001,0.03872814,0.02804381,0.004025819,0.2182656,0.1532092,0.002189501,0.3336557],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.99427,"threshold_uncertainty_score":0.6669234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04201759252341929,"score_gpt":0.3779043777226742,"score_spread":0.3358867851992549,"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."}}