{"id":"W4404337033","doi":"10.61132/mars.v2i5.341","title":"Diagnosa Penyakit Kanker Prostat menggunakan Metode Certainty Factor","year":2024,"lang":"en","type":"article","venue":"Mars Jurnal Teknik Mesin Industri Elektro Dan Ilmu Komputer","topic":"Data Mining and Machine Learning Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Medicine; Traditional 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008173563,0.0006242195,0.0005213731,0.0006025181,0.0004759756,0.002045901,0.002206116,0.0003416905,0.00009837897],"category_scores_gemma":[0.0001710754,0.0005457213,0.0002792552,0.001464619,0.000138696,0.001340684,0.0008709418,0.001845755,0.0005133222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002723408,"about_ca_system_score_gemma":0.0004741138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001223265,"about_ca_topic_score_gemma":0.000009103506,"domain_scores_codex":[0.9955061,0.00034462,0.0007534933,0.001474958,0.0008565271,0.001064311],"domain_scores_gemma":[0.9969649,0.0006689132,0.0002164606,0.00149302,0.000156347,0.0005004087],"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":[0.00001173569,0.0001859398,0.001729839,0.00006146678,0.0002300829,0.0002992582,0.001162963,0.0003098809,0.0008465662,0.01690747,0.2530823,0.7251725],"study_design_scores_gemma":[0.0005387678,0.00020614,0.005703214,0.0002290295,0.00006499377,0.0002789319,0.00004310597,0.03587018,0.00127206,0.0008341859,0.9541477,0.0008117178],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2378411,0.002824834,0.6973444,0.04198381,0.00544423,0.002155116,0.0005544966,0.005270944,0.006581046],"genre_scores_gemma":[0.8863392,0.0001813726,0.09557056,0.002464559,0.003100424,0.0004067911,0.0003433561,0.0002279159,0.01136582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7243608,"threshold_uncertainty_score":0.9996994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01813646418517166,"score_gpt":0.2755021337210353,"score_spread":0.2573656695358637,"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."}}