{"id":"W2087174690","doi":"10.1177/153473540200100212","title":"Radiation Oncology and Complementary Care Analysis","year":2002,"lang":"en","type":"article","venue":"Integrative Cancer Therapies","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton Regional Laboratory Medicine Program","funders":"","keywords":"Radiation oncology; Medicine; Oncology; Internal medicine; Medical physics; Radiation therapy; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003766894,0.0001275476,0.0003155239,0.0001549815,0.00007133999,0.00001444396,0.00004051636,0.00004868674,0.003794369],"category_scores_gemma":[0.000006013867,0.00009286815,0.0001068249,0.0003479768,0.0001080574,0.00005818805,0.00001230068,0.0001251229,0.000005131802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003067743,"about_ca_system_score_gemma":0.00002927047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00345854,"about_ca_topic_score_gemma":0.02052838,"domain_scores_codex":[0.9993519,0.00006352508,0.000134876,0.0002011304,0.0001208905,0.0001276861],"domain_scores_gemma":[0.9995654,0.00005621665,0.00005603447,0.0001222374,0.0001359814,0.00006413124],"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":[0.0001569472,0.00004784638,0.1903668,0.00003674385,0.002343448,0.00001175863,0.1531967,0.000005779882,0.0007703928,0.0003907874,0.003968137,0.6487046],"study_design_scores_gemma":[0.002658245,0.00109568,0.1211776,0.00009791261,0.002138985,0.00000974159,0.1732477,0.0008154818,0.004125279,0.0002155275,0.6940377,0.0003801741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8281919,0.1466659,0.0006179074,0.01007002,0.000512285,0.0004570298,0.0003372202,0.0000873415,0.01306049],"genre_scores_gemma":[0.9914318,0.005638406,0.0001000719,0.001916431,0.0001524716,0.00009270774,0.00008188991,0.000009951824,0.0005763065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6900696,"threshold_uncertainty_score":0.9973444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03290565896898076,"score_gpt":0.3477894736543236,"score_spread":0.3148838146853429,"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."}}