{"id":"W1782697496","doi":"10.5070/d3207023129","title":"Dermatology on Instagram","year":2014,"lang":"en","type":"article","venue":"Dermatology Online Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Dermatology; Medicine; Psoriasis; Acne; Dermatological diseases; Skin cancer; Social media; Family medicine; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005498856,0.0001267115,0.0003041744,0.0002460044,0.001035657,0.00004763642,0.0003580299,0.0003252164,0.0002028],"category_scores_gemma":[0.005327556,0.0001236805,0.00007893265,0.0002807122,0.0004124116,0.0001500695,0.00002079621,0.0007430339,0.0002366542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001604331,"about_ca_system_score_gemma":0.000636047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001866877,"about_ca_topic_score_gemma":0.0009602254,"domain_scores_codex":[0.9971381,0.001288417,0.0004609798,0.0001699521,0.0003396271,0.0006029226],"domain_scores_gemma":[0.9971009,0.001849422,0.0002933525,0.0001607071,0.0002090299,0.0003865924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009920623,0.001207578,0.3543963,0.00006504908,0.00008358051,0.0002398724,0.03369434,0.00001998997,0.00004416295,0.2879347,0.06556486,0.2566503],"study_design_scores_gemma":[0.0005794665,0.00006219609,0.03374406,0.00003051305,0.00001806315,0.001416858,0.002571711,0.0001205875,0.00005277038,0.009252445,0.9519708,0.0001805634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8445272,0.000154637,0.000481938,0.1348274,0.01091426,0.0003043213,0.00000257036,0.0001115535,0.008676112],"genre_scores_gemma":[0.9892951,0.0003946064,0.001902348,0.005438942,0.00285145,0.00003954578,0.00001117411,0.00001842677,0.00004845563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8864059,"threshold_uncertainty_score":0.7965543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07380945582448799,"score_gpt":0.4190405986830882,"score_spread":0.3452311428586002,"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."}}