{"id":"W4393155308","doi":"10.1002/pro6.1224","title":"Clinical outcomes of multisite moderate to high dose radiotherapy for patients with metastatic melanoma","year":2024,"lang":"en","type":"article","venue":"Precision Radiation Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; BC Cancer Agency","funders":"","keywords":"Medicine; Radiation therapy; Melanoma; Oncology; Metastatic melanoma; Internal medicine; Cancer research","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":[0.0005522828,0.0001496473,0.0006405893,0.0002005173,0.000036295,0.00001541601,0.00005653753,0.0000795771,0.000158954],"category_scores_gemma":[0.0002657179,0.00009433633,0.0001656158,0.0001730946,0.00003325979,0.00006896962,0.00001539498,0.0000863446,0.00002343047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000163102,"about_ca_system_score_gemma":0.0001381169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003003093,"about_ca_topic_score_gemma":0.00001498724,"domain_scores_codex":[0.9985193,0.0001750954,0.0005694675,0.0003472738,0.0002215697,0.0001672677],"domain_scores_gemma":[0.997398,0.001925227,0.0001272899,0.0002340479,0.0001574838,0.0001579227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004444063,0.001389587,0.1335092,0.00005937452,0.001195607,0.00002512134,0.0003210201,0.0004857735,0.00002334832,0.0007444362,0.002164845,0.8556376],"study_design_scores_gemma":[0.01933378,0.01443448,0.8856692,0.00007662011,0.0006837652,0.000009545573,0.00002172509,0.01043926,0.0001539368,0.0004935129,0.06850991,0.0001742699],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.939299,0.0005145658,0.05465123,0.002399658,0.0006403372,0.002208948,0.0001972226,0.00004615525,0.00004289047],"genre_scores_gemma":[0.8491241,0.0001371547,0.1491002,0.0008805706,0.00007294616,0.0002012607,0.000179703,0.00003002004,0.00027401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8554633,"threshold_uncertainty_score":0.3846924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03283792287676098,"score_gpt":0.4025364799751848,"score_spread":0.3696985570984238,"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."}}