{"id":"W2135285906","doi":"10.1093/neuonc/not179","title":"MEDICAL RADIATION THERAPIES","year":2013,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Infrared Thermography in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Sunnybrook Health Science Centre; Western University; Mount Sinai Hospital","funders":"","keywords":"Medical radiation; Medicine; Medical physics","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":[0.0003128008,0.0001479176,0.0003748573,0.0001935433,0.0000593667,0.00000775048,0.0001509949,0.0003180811,0.008443891],"category_scores_gemma":[0.0007741502,0.0001124741,0.00009483065,0.0002471732,0.0002695616,0.00007668614,0.00003631427,0.0005343242,0.0006747729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008478178,"about_ca_system_score_gemma":0.0002852386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004554345,"about_ca_topic_score_gemma":0.00000313789,"domain_scores_codex":[0.9984322,0.0001848154,0.0003268388,0.0002484138,0.0004806898,0.0003270453],"domain_scores_gemma":[0.9986666,0.0004837988,0.00009722335,0.0003189231,0.0001253677,0.0003081204],"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":[0.0001470319,0.0003221354,0.02009723,0.00003638431,0.000117798,0.000432345,0.001525689,5.724315e-7,0.2565241,0.001121871,0.09226369,0.6274112],"study_design_scores_gemma":[0.005848404,0.003532083,0.08227543,0.00004981324,0.0001189879,0.001386257,0.000490825,0.0004469937,0.0079576,0.001635437,0.896041,0.0002171944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8706498,0.0008668646,0.0001962511,0.06863111,0.001595415,0.0008608148,0.000001700888,0.0002629759,0.05693504],"genre_scores_gemma":[0.9593312,0.000557757,0.0006843459,0.0378816,0.001203733,0.0001384098,0.00002146389,0.00003769769,0.00014381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8037773,"threshold_uncertainty_score":0.9924625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01289155835725595,"score_gpt":0.296822660967957,"score_spread":0.283931102610701,"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."}}