{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002681421,0.0001190061,0.0001693072,0.0002904083,0.0002402293,0.0003227502,0.0001577941,0.0001601393,0.001078429],"category_scores_gemma":[0.001169446,0.00004463912,0.0002298343,0.0003877105,0.0001762265,0.000194417,0.0002930706,0.0002253053,0.0001329286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004103639,"about_ca_system_score_gemma":0.0002929486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041748,"about_ca_topic_score_gemma":0.002868213,"domain_scores_codex":[0.9998614,0.00002662859,0.00001845524,0.00002850879,0.00003294734,0.00003211684],"domain_scores_gemma":[0.998833,0.0001222365,0.0007514967,0.00002998256,0.00007779645,0.0001856236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001185286,0.00002113033,0.995169,0.00001466402,0.00002187566,0.0001164166,0.0000311776,0.0001587442,0.0003572599,0.000009903568,0.00008294243,0.003898312],"study_design_scores_gemma":[0.000006261356,0.0001977453,0.9980676,0.00000682844,0.00002183669,0.001036731,0.00006845944,0.0002037714,0.0001575427,0.00002659766,0.0002045789,0.000002196214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990191,0.0003172155,0.0000811924,0.00003675634,0.000002385886,0.000004772943,0.0001207766,0.00000361517,0.000414114],"genre_scores_gemma":[0.9997538,0.00004811632,0.00002797939,0.000009776971,0.000004479204,0.000002333278,0.0001104397,7.645489e-7,0.00004228309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001078429,"threshold_uncertainty_score":0.00360769,"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."}}