{"id":"W6889070341","doi":"10.25384/sage.24945448.v1","title":"sj-pdf-7-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":"Figshare","topic":"Cutaneous Melanoma Detection and Management","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":[0.004886729,0.0006456194,0.001002436,0.0005576321,0.0006446378,0.001366031,0.001399638,0.002420391,0.4811665],"category_scores_gemma":[0.0169236,0.0003937893,0.001121385,0.0005689348,0.0004627924,0.0009113733,0.000587009,0.002211951,0.05276554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001229009,"about_ca_system_score_gemma":0.003414037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004291033,"about_ca_topic_score_gemma":0.008011615,"domain_scores_codex":[0.9985251,0.0008128847,0.0001190428,0.0001530898,0.0002530542,0.0001369236],"domain_scores_gemma":[0.9904232,0.00522639,0.001096974,0.0006005692,0.001129253,0.001523688],"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":[0.1687004,0.006154955,0.001070233,0.002392839,0.0005771779,0.00006007435,0.00004862061,0.0002349695,0.001117697,0.001966501,0.7439703,0.07370633],"study_design_scores_gemma":[0.7659639,0.02232438,0.0125404,0.001563477,0.000819188,0.00006834285,0.00008914244,0.0009803579,0.001380054,0.001851108,0.1923382,0.00008143322],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.08441299,0.01091959,0.01121755,0.05056737,0.01477311,0.1448042,0.4030382,0.006731511,0.2735355],"genre_scores_gemma":[0.2741552,0.005560727,0.03907894,0.02848341,0.004737003,0.2244274,0.1154864,0.001997356,0.3060736],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4811665,"threshold_uncertainty_score":0.740053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02658228984923562,"score_gpt":0.3164157119352426,"score_spread":0.289833422086007,"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."}}