{"id":"W4386175661","doi":"10.22259/2638-5074.0101005","title":"Patent and Publications Trends in Breast Cancer Chemotherapy","year":2018,"lang":"en","type":"article","venue":"Archives of Oncology and Cancer Therapy","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Instituto Mexicano del Seguro Social","keywords":"Breast cancer; Oncology; Chemotherapy; Medicine; Internal medicine; Cancer","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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.003624849,0.0003222116,0.000619098,0.05314292,0.0003649898,0.002663614,0.0005553579,0.0004695697,0.004538624],"category_scores_gemma":[0.02647187,0.0001023812,0.0007248413,0.0795344,0.0003672391,0.002741689,0.0008638955,0.000393969,0.001244636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001174874,"about_ca_system_score_gemma":0.001253585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002578119,"about_ca_topic_score_gemma":0.002821514,"domain_scores_codex":[0.9943791,0.0006410872,0.001253043,0.0008893011,0.002549613,0.0002877614],"domain_scores_gemma":[0.9470311,0.02500807,0.01849088,0.001238117,0.007310429,0.0009215571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002927586,0.00009115673,0.804995,0.003703702,0.0005874881,0.0004701774,0.0007081986,0.001362466,0.001539061,0.002987669,0.008281671,0.1749806],"study_design_scores_gemma":[0.00001406671,0.00009879406,0.9657356,0.0004738607,0.0002671612,0.001004663,0.0006172896,0.001338849,0.001417237,0.0009308562,0.02807868,0.00002300359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7801892,0.07155586,0.002392592,0.002230875,0.0002121437,0.0001264294,0.1120637,0.0003586704,0.0308706],"genre_scores_gemma":[0.9350683,0.02188222,0.002299241,0.0001225606,0.0004340746,0.0001246239,0.03720115,0.00005476131,0.002812973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9468571,"threshold_uncertainty_score":0.01917028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03782662346253245,"score_gpt":0.3540970565709901,"score_spread":0.3162704331084576,"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."}}