{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005612382,0.00006364327,0.0001960088,0.0001235556,0.0001282653,0.000193043,0.00008352567,0.0001216393,0.001249411],"category_scores_gemma":[0.002196271,0.00004082642,0.0001940891,0.0001568217,0.00009112681,0.0001440273,0.0001116711,0.0002326307,0.0001063556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001194513,"about_ca_system_score_gemma":0.0002002717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002227736,"about_ca_topic_score_gemma":0.0004896778,"domain_scores_codex":[0.9998,0.00007833222,0.00002360467,0.00002075223,0.00005145979,0.00002578508],"domain_scores_gemma":[0.9989157,0.0005546647,0.0003055562,0.00003927468,0.00006696067,0.0001179256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007669071,0.001785852,0.8140695,0.0004439086,0.0001963083,0.0001451186,0.0002610914,0.0001698607,0.005035784,0.00004271718,0.0004501446,0.1697306],"study_design_scores_gemma":[0.0002480717,0.01203028,0.9847307,0.0000518778,0.0001402713,0.0003994159,0.0001640912,0.0002243761,0.001007968,0.0000234079,0.0009732196,0.000006176615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980201,0.001108945,0.00006081742,0.00004663469,0.000007920443,0.00002523262,0.00003890326,0.000002933226,0.0006885256],"genre_scores_gemma":[0.9994968,0.0002486823,0.00009460391,0.00002598679,0.000005193592,0.000008027845,0.00003358521,5.127798e-7,0.00008646697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001249411,"threshold_uncertainty_score":0.004179657,"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."}}