{"id":"W2127027500","doi":"10.1503/cmaj.050883","title":"Patient demand and politics push Herceptin forward","year":2005,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trastuzumab; George (robot); Politics; Ambivalence; Medicine; Breast cancer; Political science; Telecommunications; Public administration; Cancer; Computer science; Law; Internal medicine; Psychology; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.006259625,0.0003616892,0.0004711562,0.000420947,0.004879155,0.009669476,0.0007214249,0.012969,0.04873598],"category_scores_gemma":[0.01758859,0.0004038562,0.0004983368,0.001183258,0.004008368,0.006391157,0.002894537,0.01282014,0.009940548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008356039,"about_ca_system_score_gemma":0.008275683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02597063,"about_ca_topic_score_gemma":0.05089854,"domain_scores_codex":[0.9963117,0.0009962644,0.00009199545,0.0002699498,0.001519548,0.0008104781],"domain_scores_gemma":[0.9893805,0.004524992,0.0007204687,0.0004159157,0.001763121,0.003194927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001402746,0.00003721784,0.001309195,0.00005137996,0.0000137452,0.0001114888,0.0004192293,0.00008108434,0.0003742043,0.07089691,0.9041422,0.02242293],"study_design_scores_gemma":[0.00008358423,0.00004797385,0.003323973,0.0001421247,0.0000105549,0.0001274859,0.001765869,0.0001509148,0.0001974455,0.01988609,0.9742286,0.00003535076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002940293,0.001863222,0.0001744459,0.9644117,0.002271903,0.000006509482,0.0002219263,0.00004272691,0.02806723],"genre_scores_gemma":[0.08280078,0.003758592,0.0005045095,0.8516328,0.004476637,0.00002869389,0.0002700828,0.0001829867,0.05634494],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04873598,"threshold_uncertainty_score":0.1630381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003429080072980549,"score_gpt":0.2175712820078144,"score_spread":0.2141422019348338,"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."}}