{"id":"W2052627379","doi":"10.4236/jct.2012.36149","title":"Breast Cancer Therapies Present and Future","year":2012,"lang":"en","type":"article","venue":"Journal of Cancer Therapy","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Langara College; BC Cancer Agency","funders":"","keywords":"Medicine; Breast cancer; Disease; Metastatic breast cancer; Anticipation (artificial intelligence); Acknowledgement; Oncology; Cancer; Metastasis; Internal medicine","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":[0.002810378,0.0005358022,0.0006687951,0.0008980835,0.0006157013,0.002821005,0.0007615276,0.003005962,0.01962912],"category_scores_gemma":[0.001654112,0.0002336327,0.0005727187,0.0005402417,0.001228375,0.003869034,0.001068549,0.003465923,0.005202073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001672175,"about_ca_system_score_gemma":0.002528304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007997302,"about_ca_topic_score_gemma":0.002813909,"domain_scores_codex":[0.9993742,0.0001660205,0.00004894484,0.00008709665,0.0002099779,0.0001136831],"domain_scores_gemma":[0.9989324,0.0003556998,0.00009969688,0.00006803167,0.0002576601,0.0002865139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002574895,0.0003019128,0.0004383768,0.001640321,0.00003051785,0.0003539269,0.0001964351,0.0005068215,0.003865199,0.04777515,0.1284618,0.8161721],"study_design_scores_gemma":[0.0000285386,0.0002113912,0.0003461993,0.0009116824,0.0000211379,0.0007591511,0.0001643787,0.000263309,0.0005469528,0.01183977,0.9848922,0.00001513851],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001770134,0.8900732,0.002172996,0.06988296,0.004262455,0.0000324435,0.0001553175,0.0001218011,0.03152865],"genre_scores_gemma":[0.02086676,0.9135242,0.005782215,0.02186362,0.007311468,0.0001068577,0.0002767808,0.00005041241,0.03021765],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01962912,"threshold_uncertainty_score":0.06566596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04327647154280934,"score_gpt":0.4089373356508416,"score_spread":0.3656608641080322,"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."}}