{"id":"W4240275860","doi":"10.1177/229255031502300108","title":"Isolated limb infusion: Efficacy, toxicity and an evolution in the management of in-transit melanoma","year":2015,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Surgery; Melanoma; Toxicity; Quality of life (healthcare); Retrospective cohort study; Progressive disease; Percutaneous; Amputation; Chemotherapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001610924,0.0001418788,0.0002684857,0.0007388822,0.0002102695,0.0005868806,0.0003078346,0.000314861,0.0007596579],"category_scores_gemma":[0.00394971,0.00007456505,0.0003198686,0.0008316305,0.0004313171,0.0003623105,0.0002884065,0.0003140994,0.0001310652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008548329,"about_ca_system_score_gemma":0.0004229786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001616962,"about_ca_topic_score_gemma":0.003117595,"domain_scores_codex":[0.9992546,0.0002818528,0.0001100963,0.00009146887,0.0001860199,0.00007584374],"domain_scores_gemma":[0.9968727,0.0009261701,0.0016723,0.00006758312,0.0002517026,0.0002095382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005890402,0.00007872369,0.9433277,0.0002516094,0.0000782825,0.001295733,0.0002321224,0.0003229278,0.001538011,0.00004996553,0.0001647615,0.05207117],"study_design_scores_gemma":[0.00002376976,0.002139569,0.9809316,0.0000908006,0.0001222382,0.01411495,0.000374306,0.0004956498,0.0005551105,0.00004182665,0.001099114,0.00001106923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799675,0.01862541,0.0002921095,0.0001462812,0.000008221528,0.00002293757,0.00005935215,0.000005062177,0.0008730856],"genre_scores_gemma":[0.9971538,0.002391703,0.0001984679,0.0000574895,0.00003656318,0.00000759383,0.00006282045,0.000002475208,0.00008907842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001616962,"threshold_uncertainty_score":0.008519471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02623846201351987,"score_gpt":0.2528516326390781,"score_spread":0.2266131706255582,"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."}}