{"id":"W2795871827","doi":"10.37029/jcas.v4i1.169","title":"BEST VS AFFORDABLE TREATMENT OPTIONS IN PROSTATE CANCER","year":2018,"lang":"en","type":"article","venue":"Journal of Cancer & Allied Specialties","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Prostate cancer; Medicine; Oncology; Cancer; Internal medicine","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":[0.005963022,0.0002764045,0.0007953611,0.001395869,0.001111309,0.006092342,0.0009497653,0.002240651,0.02816097],"category_scores_gemma":[0.01898597,0.0002316166,0.001127546,0.001338354,0.002224708,0.005986374,0.002583613,0.004660645,0.001615996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003224128,"about_ca_system_score_gemma":0.003791742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002349231,"about_ca_topic_score_gemma":0.01008223,"domain_scores_codex":[0.994761,0.002911744,0.0003193272,0.0002891516,0.001119427,0.0005992994],"domain_scores_gemma":[0.992483,0.004143762,0.001016013,0.0003707921,0.0007532585,0.001233276],"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":[0.00180222,0.0004675605,0.01393697,0.003636695,0.0005871632,0.0005355671,0.0006605224,0.002461455,0.0004389401,0.2667933,0.1253553,0.5833245],"study_design_scores_gemma":[0.0006066765,0.00133032,0.03356598,0.02000868,0.001024067,0.003664427,0.005704068,0.002608011,0.0008469624,0.2908219,0.6396691,0.0001497153],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02601361,0.3766945,0.002435257,0.4640517,0.006403023,0.00007039736,0.001184363,0.0000614782,0.1230858],"genre_scores_gemma":[0.7289026,0.1637144,0.003495438,0.07709596,0.01446872,0.0001292737,0.0005842712,0.0001057024,0.01150365],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02816097,"threshold_uncertainty_score":0.09420782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04321986827914431,"score_gpt":0.3818677794259773,"score_spread":0.338647911146833,"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."}}