{"id":"W2323126030","doi":"10.1016/j.suponc.2010.10.002","title":"Therapeutic Failure: The Elephant in the Room","year":2010,"lang":"en","type":"article","venue":"The Journal of Supportive Oncology","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004311231,0.0001000885,0.0002795947,0.00003555229,0.00015856,0.00001284106,0.0003873277,0.00007217949,0.0006223434],"category_scores_gemma":[0.0003834649,0.00003265414,0.0001035201,0.0001767277,0.0002965223,0.00008625942,0.00005209177,0.001710022,0.00003060198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004180435,"about_ca_system_score_gemma":0.000203838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002747552,"about_ca_topic_score_gemma":0.000325947,"domain_scores_codex":[0.998413,0.0005845185,0.0004084096,0.00006136034,0.0002820211,0.0002506402],"domain_scores_gemma":[0.996648,0.002531417,0.0004341102,0.0001823558,0.0001426212,0.00006150302],"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":[0.01490316,0.004300241,0.08043649,0.00007844294,0.002956074,0.00289003,0.06084274,0.00001968077,0.2310736,0.009068155,0.1303965,0.4630349],"study_design_scores_gemma":[0.001475727,0.001641347,0.09004606,0.00001086952,0.0005501257,0.004320068,0.009757079,0.00003628553,0.001132707,0.002187941,0.8887827,0.00005907637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6632366,0.001465669,0.00006029345,0.3266325,0.0005075949,0.0003121617,0.000001304931,0.00000353312,0.007780313],"genre_scores_gemma":[0.9846627,0.001088145,0.00006320185,0.01350532,0.0005556907,0.000005197987,2.738773e-7,0.000007022126,0.0001124807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7583863,"threshold_uncertainty_score":0.7429292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0626041983620067,"score_gpt":0.4185767431434937,"score_spread":0.355972544781487,"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."}}