{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006944071,0.0001424467,0.0003387474,0.0002478677,0.00006364226,0.000005039023,0.00007449464,0.00006930045,0.0005987755],"category_scores_gemma":[0.000001835467,0.0001145228,0.00004016927,0.0002207071,0.0008607354,0.00008291512,0.00002260646,0.0001364198,4.573502e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004907998,"about_ca_system_score_gemma":0.0001455638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004302489,"about_ca_topic_score_gemma":0.0003530658,"domain_scores_codex":[0.999168,0.00004423852,0.0002091507,0.0002771022,0.00007721498,0.0002242811],"domain_scores_gemma":[0.999508,0.0000646221,0.0001073408,0.0001749218,0.00004818103,0.00009693355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002347677,0.0001677761,0.1521676,0.00001232854,0.0001178801,0.000001182811,0.002766934,9.258698e-7,0.01942573,0.0003649245,0.00005628408,0.8225708],"study_design_scores_gemma":[0.00624828,0.0006702906,0.9026301,0.00007535992,0.00001842274,0.00006762621,0.000180449,0.00007061115,0.00296864,0.001469078,0.08548038,0.0001207605],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486818,0.01293975,0.0001002811,0.03453286,0.0001098518,0.0002210485,0.00006814628,0.00003300008,0.003313257],"genre_scores_gemma":[0.9572055,0.03824156,0.0007937243,0.002503191,0.0002405217,0.0001879619,0.000006720497,0.00002179878,0.0007990237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.82245,"threshold_uncertainty_score":0.6556171,"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."}}