{"id":"W4249501326","doi":"10.1097/prs.0000000000002814","title":"#PlasticSurgery","year":2016,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Business","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001165429,0.0001501697,0.0003145901,0.0002919575,0.0004710598,0.00003655607,0.0001303181,0.000167222,0.00170232],"category_scores_gemma":[0.1055059,0.0001226453,0.0001243358,0.0004716311,0.0009604778,0.0003624458,0.00002145885,0.0001186855,0.0006212397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004442252,"about_ca_system_score_gemma":0.001622989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005220708,"about_ca_topic_score_gemma":0.0003045566,"domain_scores_codex":[0.9977137,0.0004254775,0.0004213224,0.0003377775,0.0004438461,0.0006578467],"domain_scores_gemma":[0.8673692,0.1316642,0.0002195979,0.0001541473,0.0002521935,0.0003407331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003251976,0.00003461431,0.649864,0.00001497113,0.00002627052,0.000006008697,0.001716818,1.498364e-7,0.00009328106,0.008669689,0.003379342,0.3361624],"study_design_scores_gemma":[0.0004133032,0.00003432581,0.7741253,0.0007125299,0.0000658495,0.00002471023,0.005193626,0.000004811912,0.0006767284,0.0135792,0.2041741,0.0009955827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9273345,0.00008227142,0.001519979,0.001693874,0.06269528,0.0003529956,0.00002696986,0.0002145562,0.006079615],"genre_scores_gemma":[0.9962811,0.0002481385,0.0003931358,0.00004692649,0.002616073,0.0002870048,0.000002414785,0.00002330173,0.0001019023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3351668,"threshold_uncertainty_score":0.9992102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08274346770447873,"score_gpt":0.3338906968891686,"score_spread":0.2511472291846899,"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."}}