{"id":"W2047116304","doi":"10.1586/edm.12.67","title":"Dermatology conquering distance","year":2013,"lang":"en","type":"article","venue":"Expert Review of Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Teledermatology; Venereology; Medicine; Telemedicine; Globe; Family medicine; Library science; Health care; Dermatology; Ophthalmology; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002817685,0.0001368284,0.0006588823,0.00007372477,0.000031908,0.000003978542,0.0000952211,0.00006891177,0.001957079],"category_scores_gemma":[0.00009061678,0.0001117232,0.0001183022,0.0001220117,0.0001073688,0.00004884591,0.00005503555,0.0001018385,0.0004503163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002602541,"about_ca_system_score_gemma":0.00002730988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003523103,"about_ca_topic_score_gemma":0.000003663486,"domain_scores_codex":[0.9989088,0.00006806258,0.0004902335,0.0001941868,0.0001157653,0.0002229434],"domain_scores_gemma":[0.9992443,0.00004871839,0.0001414199,0.0003597724,0.0001062398,0.00009957037],"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":[0.00009928302,0.0005872757,0.006907889,0.04770771,0.0005432661,0.003428404,0.0005999975,3.116032e-7,0.0258878,0.02210726,0.7586018,0.133529],"study_design_scores_gemma":[0.0005302386,0.00004456354,0.0003464352,0.002244883,0.00004463772,0.03169743,0.00009763538,0.00009479351,0.01016894,0.00006721247,0.954509,0.0001542613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04677408,0.6934335,0.0137376,0.1301748,0.002110838,0.004770534,0.000004500941,0.0005176755,0.1084764],"genre_scores_gemma":[0.8997407,0.08015291,0.002599527,0.01635661,0.0000636481,0.0002697191,0.00001718673,0.00002662417,0.0007730607],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8529667,"threshold_uncertainty_score":0.9989552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164796879546172,"score_gpt":0.2930647563517265,"score_spread":0.2814167875562648,"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."}}