{"id":"W4200504712","doi":"10.2196/35393","title":"Are We Missing Something? The Skin Lesions Not Seen in Teledermatology","year":2021,"lang":"en","type":"article","venue":"Iproceedings","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Teledermatology; Lesion; Referral; Skin cancer; Dermatology; Cohort study; Retrospective cohort study; Target lesion; Cancer; Surgery; Telemedicine; Internal medicine; Family medicine; Health care","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":[0.001168423,0.0001284784,0.0002299744,0.0008151644,0.0008158482,0.0009826083,0.0005213184,0.0005576182,0.005835718],"category_scores_gemma":[0.00984934,0.0001733169,0.0002234543,0.0009041258,0.0007139093,0.001770532,0.0005441362,0.0007090779,0.0007735467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007245916,"about_ca_system_score_gemma":0.0006508019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0035056,"about_ca_topic_score_gemma":0.004259513,"domain_scores_codex":[0.9985764,0.000389972,0.0001682762,0.0002444971,0.0004184578,0.0002024219],"domain_scores_gemma":[0.9936221,0.001826963,0.002813345,0.000316146,0.0007860616,0.0006353988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000795622,0.0000693455,0.9256511,0.0002530648,0.00003400908,0.005083255,0.001748372,0.00007696269,0.0006785201,0.0004645594,0.008582215,0.0572792],"study_design_scores_gemma":[0.00001327226,0.0002854865,0.8833752,0.00135184,0.0000760968,0.06587847,0.01698317,0.0003517617,0.0006503423,0.001064906,0.02994225,0.00002715433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624369,0.009329552,0.001247204,0.01337429,0.0003809097,0.00005874529,0.0006217003,0.00004844104,0.01250228],"genre_scores_gemma":[0.9929364,0.002947238,0.0004465536,0.002410519,0.0002116404,0.0000188658,0.0001603361,0.00001361043,0.0008549056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005835718,"threshold_uncertainty_score":0.01952243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04093418905706579,"score_gpt":0.2960560127094664,"score_spread":0.2551218236524005,"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."}}