{"id":"W4400370830","doi":"10.1016/j.gore.2024.101451","title":"#HashtagThis – Everything you need to know about launching your gynecologic oncology social media research career: A report from Gynecologic Oncology Reports and Society of Gynecologic Oncology Education Committee","year":2024,"lang":"en","type":"article","venue":"Gynecologic Oncology Reports","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Cancer Institute","keywords":"Gynecologic oncology; Social media; Medicine; Promotion (chess); Internal medicine; Oncology; Medical education; Clinical Oncology; Public relations; Political science","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":[0.00603331,0.0005314347,0.0003012177,0.001491078,0.002788784,0.003298772,0.0006680202,0.002826711,0.0372708],"category_scores_gemma":[0.02238394,0.000361158,0.0004280046,0.001260183,0.0007703857,0.003406905,0.002655474,0.003264789,0.01639311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001631932,"about_ca_system_score_gemma":0.004608083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005252083,"about_ca_topic_score_gemma":0.019323,"domain_scores_codex":[0.9960458,0.001105492,0.0003850147,0.0001599565,0.001917753,0.0003859102],"domain_scores_gemma":[0.9675776,0.01294515,0.003241566,0.0009287866,0.009819948,0.005486899],"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":[0.00003138301,0.0001204591,0.006510188,0.0003230857,0.000008221306,0.000467468,0.001488628,0.00003962753,0.001356379,0.0005008784,0.9012578,0.08789583],"study_design_scores_gemma":[0.000008604832,0.0001234266,0.01175491,0.0003677348,0.00001377438,0.0008047766,0.005025124,0.0001253888,0.001089376,0.0002276746,0.9804127,0.00004663454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0557387,0.01153066,0.004163773,0.7112624,0.03547169,0.001561209,0.006953106,0.003897336,0.1694212],"genre_scores_gemma":[0.1681012,0.0398315,0.01046653,0.1853701,0.02232956,0.001215348,0.009116725,0.002966938,0.5606021],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0372708,"threshold_uncertainty_score":0.1246833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1481767737201703,"score_gpt":0.4660658347112993,"score_spread":0.317889060991129,"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."}}