{"id":"W2480616720","doi":"10.1097/gox.0000000000000840","title":"What Are Your Patients Reading Online About Soft-tissue Fillers? An Analysis of Internet Information","year":2016,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Readability; Usability; The Internet; Medicine; Quality (philosophy); Soft tissue; Certification; Confidentiality; Surgery; Computer science; World Wide Web","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":[0.001843503,0.0001728243,0.0004651875,0.004595024,0.000508717,0.001855222,0.0003338066,0.0005638973,0.002290378],"category_scores_gemma":[0.02202686,0.000130252,0.0007057919,0.003751446,0.0003922195,0.001651804,0.0007596029,0.000604072,0.0004773929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000446981,"about_ca_system_score_gemma":0.0005373555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002677393,"about_ca_topic_score_gemma":0.003282373,"domain_scores_codex":[0.998204,0.0005610663,0.0004087453,0.0001360688,0.000536569,0.0001536066],"domain_scores_gemma":[0.9759578,0.01089443,0.008750676,0.000360958,0.00274671,0.00128944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001162451,0.0001189482,0.982452,0.0001776566,0.00005826749,0.0002900804,0.001830326,0.00003593315,0.0001162764,0.00004062908,0.0009682124,0.0137955],"study_design_scores_gemma":[0.000009922022,0.0001688335,0.989125,0.0001082746,0.00009832917,0.000869329,0.006994607,0.0004292475,0.0001289695,0.00006949103,0.001978607,0.00001942946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948833,0.0006476953,0.0001203039,0.0004917362,0.00001302276,0.00007427789,0.001102905,0.00001519759,0.002651525],"genre_scores_gemma":[0.9974627,0.0006303911,0.0003569154,0.0001836596,0.00003341075,0.00004888366,0.0008659095,0.000008362841,0.0004096316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004595024,"threshold_uncertainty_score":0.009749472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0277866338405489,"score_gpt":0.3125061679786063,"score_spread":0.2847195341380574,"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."}}