{"id":"W4238650654","doi":"10.2310/7200.2005.34014","title":"Integrative Modalities and Their Utility in Cancer Care","year":2005,"lang":"en","type":"article","venue":"Journal of the Society for Integrative Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Modalities; Medicine; Cancer; Treatment modality; Intensive care medicine; Surgery; Internal medicine; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004242881,0.0001699334,0.0006126183,0.00003860928,0.0001250596,0.000004926942,0.0001561,0.0002320714,0.00004574665],"category_scores_gemma":[0.0001854709,0.00007504352,0.0007223176,0.0001201168,0.0007579304,0.0001296423,0.00003043914,0.0008009092,2.012168e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001241988,"about_ca_system_score_gemma":0.0007053895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002782622,"about_ca_topic_score_gemma":0.0009732771,"domain_scores_codex":[0.9990646,0.000139281,0.0003920814,0.0001324602,0.0000848739,0.0001867197],"domain_scores_gemma":[0.9983393,0.0006792449,0.0003620788,0.0001069618,0.0004556946,0.0000567163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004124805,0.0008549408,0.02766852,0.0001719663,0.002218834,0.000008503987,0.4830265,0.0001619945,0.004184895,0.005681681,0.03872439,0.433173],"study_design_scores_gemma":[0.008280146,0.004561386,0.008864987,0.0005827711,0.0002838035,0.0004276847,0.4095224,0.001546927,0.008710177,0.01337355,0.5436049,0.0002413482],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8819619,0.04480102,0.008694194,0.05591742,0.002019628,0.001274959,0.0001183981,0.00001602438,0.005196397],"genre_scores_gemma":[0.9744896,0.003947922,0.01462353,0.004363929,0.0008786687,0.00004981391,0.000001925344,0.00001561486,0.001628998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5048805,"threshold_uncertainty_score":0.3479597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0251133483320672,"score_gpt":0.4141402754012095,"score_spread":0.3890269270691423,"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."}}