{"id":"W3018863902","doi":"10.4236/abcr.2020.92004","title":"Information Needs of Breast Cancer Patients at Cancer Diseases Hospital, Lusaka, Zambia","year":2020,"lang":"en","type":"article","venue":"Advances in Breast Cancer Research","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Direktoratet for Utviklingssamarbeid","keywords":"Breast cancer; Medicine; Information needs; Logistic regression; Cancer; Family medicine; Schedule; Descriptive statistics; Environmental health; Internal medicine; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008904812,0.0001521974,0.0002574742,0.0006155237,0.001177651,0.0005772075,0.0002457799,0.0003522683,0.002941028],"category_scores_gemma":[0.002946904,0.0001932732,0.0002123594,0.0006766236,0.0003179068,0.0003982013,0.0007842536,0.0004115627,0.0002100849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001689777,"about_ca_system_score_gemma":0.002952009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03823869,"about_ca_topic_score_gemma":0.06611495,"domain_scores_codex":[0.9993531,0.0001912197,0.00008014961,0.00003179123,0.00009729406,0.0002463445],"domain_scores_gemma":[0.999023,0.000225094,0.0003235991,0.00001624316,0.000145627,0.0002665156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002423146,0.0002582031,0.8832335,0.001042427,0.00003044961,0.002186385,0.08126397,0.000119337,0.002432123,0.0002036749,0.0034034,0.02558416],"study_design_scores_gemma":[0.00002050124,0.0004648403,0.8970575,0.0003840356,0.00003478542,0.001081324,0.09526145,0.0001817563,0.0002163567,0.00006677187,0.005208708,0.00002194385],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981382,0.0002785571,0.00001516918,0.0006453289,0.000003427187,0.00006869995,0.0001606943,0.000002001819,0.0006878353],"genre_scores_gemma":[0.9979364,0.000638595,0.0002686602,0.0002443777,0.000004612944,0.0001262543,0.0001849703,9.257918e-7,0.0005952556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03823869,"threshold_uncertainty_score":0.07603222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04098241058648768,"score_gpt":0.394908096536516,"score_spread":0.3539256859500283,"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."}}