{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002800054,0.0003699007,0.0002137703,0.001754638,0.0007340788,0.001153238,0.0003522057,0.0003557929,0.1335636],"category_scores_gemma":[0.001985263,0.0001394306,0.0003896974,0.001284985,0.0001621879,0.001559393,0.001446801,0.0005117874,0.04148685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002553404,"about_ca_system_score_gemma":0.0004918379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009316839,"about_ca_topic_score_gemma":0.002804039,"domain_scores_codex":[0.999699,0.00007167278,0.00002386996,0.00003843119,0.0001128551,0.00005423628],"domain_scores_gemma":[0.9988441,0.0003965227,0.0002275049,0.0001068307,0.0001308261,0.0002940478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007607085,0.0003951923,0.05761803,0.001271066,0.0000667307,0.001470793,0.001115714,0.00008907975,0.008551653,0.002095195,0.3260729,0.6004931],"study_design_scores_gemma":[0.00004320854,0.0004300605,0.1223838,0.0003474926,0.0000987065,0.006012417,0.001713844,0.0003968165,0.004883746,0.001164158,0.8624695,0.00005626857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3118083,0.006893752,0.002578416,0.004619143,0.001276999,0.0005763503,0.040041,0.00463825,0.6275678],"genre_scores_gemma":[0.5623538,0.009433338,0.01282285,0.005566564,0.002250241,0.0004808386,0.02893542,0.0008396248,0.3773172],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1335636,"threshold_uncertainty_score":0.4468147,"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."}}