{"id":"W3210668763","doi":"10.1136/ijgc-2021-igcs.343","title":"EPV272/#115 Scalp cooling for reducing alopecia in gynecology oncology patients treated with dose-dense chemotherapy: a pilot project","year":2021,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Hair loss; Scalp; Carboplatin; Quality of life (healthcare); Regimen; Chemotherapy; Paclitaxel; Visual analogue scale; Internal medicine; Cancer; Surgery; Oncology; Dermatology","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":[0.000564293,0.0002829619,0.00045162,0.0002200186,0.0003507003,0.0002988714,0.0004486591,0.0003387745,0.006579846],"category_scores_gemma":[0.0004773743,0.0001325342,0.0008599763,0.0001843766,0.0003270844,0.0002919242,0.0002996632,0.001086439,0.0003154402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004300577,"about_ca_system_score_gemma":0.001255632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002093772,"about_ca_topic_score_gemma":0.003374947,"domain_scores_codex":[0.9998021,0.00007871752,0.000008806781,0.00002808923,0.00002675372,0.00005562639],"domain_scores_gemma":[0.9997924,0.00004981141,0.00002231678,0.00002127167,0.00002583768,0.00008834249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1426525,0.1966984,0.01027177,0.002029639,0.001005153,0.000394686,0.0004708268,0.002363971,0.09212209,0.00074077,0.004932467,0.5463177],"study_design_scores_gemma":[0.1342642,0.7676998,0.06222775,0.00030805,0.001193595,0.0005442199,0.0006180659,0.002355182,0.0177187,0.000332368,0.01269679,0.00004117163],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949915,0.0006289696,0.0003959454,0.0001968597,0.00004108898,0.002060947,0.0002974044,0.00002744052,0.001359852],"genre_scores_gemma":[0.9911659,0.001392424,0.002772549,0.0003689493,0.00005921095,0.001981462,0.0005019651,0.00001696945,0.001740522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006579846,"threshold_uncertainty_score":0.02201176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03666467923590057,"score_gpt":0.3542730720142976,"score_spread":0.317608392778397,"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."}}