{"id":"W4411836676","doi":"10.4486/j.op.2021.02.05","title":"Assessmentinstrumente im Symptommanagement","year":2021,"lang":"de","type":"article","venue":"Onkologische Pflege.","topic":"Medical Practices and Rehabilitation","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002818607,0.0003997551,0.0006254677,0.0001151314,0.001120292,0.00009210039,0.000403305,0.0007416366,0.01875208],"category_scores_gemma":[0.002702674,0.0003436405,0.0002764065,0.0005387783,0.0003167929,0.0003650839,0.0008704209,0.002136078,0.01039816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002731274,"about_ca_system_score_gemma":0.001026257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001650029,"about_ca_topic_score_gemma":0.00006713049,"domain_scores_codex":[0.992686,0.003176079,0.001225323,0.0009374745,0.0008363079,0.001138782],"domain_scores_gemma":[0.9951689,0.002175721,0.0007128085,0.001071625,0.0004039023,0.0004670407],"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":[0.0002834032,0.003572673,0.0711115,0.005326358,0.002427791,0.00068184,0.004614048,0.00005636171,0.001847678,0.1337302,0.5973809,0.1789672],"study_design_scores_gemma":[0.001689428,0.0002752218,0.01802982,0.0006803105,0.0006156176,0.000003981452,0.01090556,0.0008495174,0.0001368967,0.001925531,0.9644676,0.0004205604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1882075,0.05818812,0.01195547,0.3545942,0.0585793,0.003927634,0.0001923433,0.0006241029,0.3237314],"genre_scores_gemma":[0.739821,0.03033216,0.03634353,0.02433736,0.006417277,0.000421785,0.00092381,0.0001912731,0.1612118],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5516136,"threshold_uncertainty_score":0.9999015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06757159889103191,"score_gpt":0.4431133049860291,"score_spread":0.3755417060949972,"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."}}