{"id":"W4252976716","doi":"10.3899/jrheum.200125","title":"Report of the Skin Research Workgroups from the GRAPPA 2019 Annual Meeting","year":2020,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psoriasis; Medicine; Psoriatic arthritis; Workgroup; Clinical trial; Dermatology; Cohort; Physical therapy; Cohort study; Medical physics; 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":[0.03230239,0.001801731,0.00112276,0.003292324,0.003363476,0.006141118,0.00221481,0.006365953,0.03198442],"category_scores_gemma":[0.02028781,0.0007958118,0.001909073,0.001701107,0.0006397765,0.001939759,0.006932888,0.009152629,0.01921874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004418548,"about_ca_system_score_gemma":0.02677018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01120534,"about_ca_topic_score_gemma":0.01990185,"domain_scores_codex":[0.9885281,0.002914587,0.0006971266,0.0006845828,0.005245346,0.001930169],"domain_scores_gemma":[0.9565819,0.002584459,0.001962268,0.000874874,0.01869478,0.01930175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000154383,0.0001295418,0.0007474009,0.0002337427,0.00002774814,0.0001197251,0.00007546908,0.0000817457,0.000326706,0.0003731314,0.9718642,0.02586626],"study_design_scores_gemma":[0.00008028228,0.0001430677,0.004535988,0.0005875661,0.00003307951,0.00008384155,0.0003193279,0.00009565111,0.0003687268,0.0004336374,0.9932817,0.0000370732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006814113,0.03046397,0.0056375,0.5721612,0.2786344,0.004222448,0.02355833,0.0005261814,0.07798193],"genre_scores_gemma":[0.0424558,0.06457279,0.01896504,0.2033455,0.1381261,0.01247495,0.06146992,0.001146497,0.4574435],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03230239,"threshold_uncertainty_score":0.1708334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0320736065185769,"score_gpt":0.301874534133691,"score_spread":0.2698009276151141,"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."}}