{"id":"W3087309105","doi":"10.1111/ijn.12888","title":"Efficacy of the DigniCap System in preventing chemotherapy‐induced alopecia in breast cancer patients is not related to patient characteristics or side effects of the device","year":2020,"lang":"en","type":"article","venue":"International Journal of Nursing Practice","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Hair loss; Tolerability; Scalp; Breast cancer; Regimen; Chemotherapy; Chemotherapy regimen; Internal medicine; Patient satisfaction; Surgery; Dermatology; Cancer; Adverse effect","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":[],"consensus_categories":[],"category_scores_codex":[0.0002256154,0.0001017144,0.0002681824,0.00009618993,0.00002067479,0.00001371267,0.0002794286,0.00005480137,0.000008872149],"category_scores_gemma":[0.002654835,0.00006201219,0.0001061034,0.0003675246,0.00002667833,0.0001716397,0.00003998047,0.0003437305,0.000001178425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003064742,"about_ca_system_score_gemma":0.0002544266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007735391,"about_ca_topic_score_gemma":0.000005749369,"domain_scores_codex":[0.998108,0.0001920615,0.0007869629,0.0001133385,0.0006821395,0.0001174696],"domain_scores_gemma":[0.9976082,0.0005128451,0.001104784,0.000106305,0.0005933405,0.0000744623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04785515,0.009305408,0.3770748,0.001142579,0.001438584,0.0002275399,0.1136558,0.0007522998,0.09155314,0.0001536475,0.0008270371,0.356014],"study_design_scores_gemma":[0.005608264,0.0003328516,0.9673055,0.009768222,0.0001558264,0.0001191447,0.001429234,0.0002992676,0.01453755,0.000004200351,0.0003552862,0.00008467545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702125,0.0000373819,0.00001449181,0.02821553,0.0008277296,0.0004051023,0.0000093893,0.000002929309,0.0002749051],"genre_scores_gemma":[0.9968948,0.00001746876,0.0001042795,0.002884174,0.00007387707,0.000002889419,7.842195e-7,0.00001459682,0.00000708364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5902307,"threshold_uncertainty_score":0.3178277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01956376985373871,"score_gpt":0.3333957823242487,"score_spread":0.31383201247051,"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."}}