{"id":"W2282801692","doi":"10.3747/co.23.2904","title":"Eye-Witnessing Cancer—An Ever-Challenging Experience","year":2016,"lang":"en","type":"article","venue":"Current Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Skin cancer; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001318686,0.0007368827,0.0005964919,0.0005220815,0.007156362,0.003295087,0.000865644,0.004222319,0.004415319],"category_scores_gemma":[0.0079294,0.0003986453,0.0006414268,0.0006769552,0.004028935,0.005901922,0.004417602,0.01002512,0.001104665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00159947,"about_ca_system_score_gemma":0.001554016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003774759,"about_ca_topic_score_gemma":0.01350963,"domain_scores_codex":[0.9987123,0.0005262286,0.00005550459,0.0001178653,0.000308421,0.0002796833],"domain_scores_gemma":[0.9975343,0.0006385304,0.0003899211,0.00007348708,0.0001879334,0.001175832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001986371,0.0001919949,0.01772044,0.0007846161,0.0002030975,0.3824536,0.09437826,0.0006676835,0.004186871,0.01304467,0.4159206,0.07024945],"study_design_scores_gemma":[0.00001660139,0.0001751288,0.004637206,0.0009945199,0.0000347523,0.6305625,0.1021958,0.0002894248,0.0003352661,0.008075791,0.2525806,0.0001023883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2723149,0.08066446,0.009701305,0.474384,0.0237362,0.00020439,0.0004668862,0.0005532212,0.1379745],"genre_scores_gemma":[0.7821074,0.04965246,0.006698042,0.1166004,0.009555639,0.0000845071,0.0001708719,0.0003237039,0.03480702],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.007156362,"threshold_uncertainty_score":0.01477075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2143642336319055,"score_gpt":0.5011089960837057,"score_spread":0.2867447624518002,"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."}}