{"id":"W7132981517","doi":"","title":"Levinnyttä munuaissyöpää sairastavan potilaan hoitokokonaisuus","year":2024,"lang":"fi","type":"dissertation","venue":"Trepo - Institutional Repository of Tampere University","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002375315,0.0007502495,0.001458759,0.0006673072,0.001404324,0.00005882481,0.000542118,0.0008575842,0.000243386],"category_scores_gemma":[0.0001835595,0.0008208517,0.0009416353,0.0007298217,0.001232208,0.0006482252,0.0001909177,0.001734182,0.0003292921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001884935,"about_ca_system_score_gemma":0.005469019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004374878,"about_ca_topic_score_gemma":0.0004609459,"domain_scores_codex":[0.9957263,0.0002217654,0.0008764947,0.001221027,0.001321366,0.0006330659],"domain_scores_gemma":[0.9968262,0.0002720653,0.0007369833,0.0007519811,0.0007630448,0.0006497771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02610756,0.03069916,0.01576905,0.05597036,0.01171157,0.04086307,0.03854967,0.001834112,0.3635733,0.3618024,0.02001529,0.03310446],"study_design_scores_gemma":[0.007640926,0.005579283,0.1618901,0.02301704,0.00980178,0.002146434,0.02379924,0.002272244,0.06503748,0.001802999,0.6930793,0.003933108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8347131,0.00152668,0.00007634803,0.0004067897,0.003653016,0.0006346435,0.0003879426,0.0001741075,0.1584274],"genre_scores_gemma":[0.9135657,0.0004550425,0.000239473,0.00005229872,0.001125557,0.000001983429,0.001184507,0.00004830328,0.08332713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6730641,"threshold_uncertainty_score":0.9998957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02370324448905037,"score_gpt":0.271166474311163,"score_spread":0.2474632298221126,"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."}}