{"id":"W4376860239","doi":"10.1007/bf03652618","title":"„Medicine is a science of uncertainty and an art of probability“","year":2015,"lang":"de","type":"article","venue":"Zeitschrift für Allgemeinmedizin","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mitel (Canada)","funders":"","keywords":"Computer science","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":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03236387,0.000656625,0.001787448,0.0007484188,0.0005924665,0.00003290223,0.001378552,0.0007558477,0.0008814879],"category_scores_gemma":[0.02297492,0.0005622457,0.0001113772,0.002177616,0.006980306,0.001457634,0.001005752,0.001872112,0.0003670105],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001429736,"about_ca_system_score_gemma":0.008110012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008314176,"about_ca_topic_score_gemma":0.0009693998,"domain_scores_codex":[0.9855386,0.004660371,0.003381164,0.001596099,0.00313507,0.001688666],"domain_scores_gemma":[0.9860629,0.002521433,0.002449614,0.002321925,0.004106058,0.002537999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003456526,0.004303022,0.1583366,0.0228307,0.00063941,0.00006697929,0.306452,0.00006521255,0.01260044,0.3308386,0.129561,0.03084946],"study_design_scores_gemma":[0.0103345,0.01032958,0.03976084,0.007129901,0.001001969,0.00001996466,0.06618646,0.003123315,0.001969096,0.0118619,0.846624,0.001658471],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8426134,0.0141355,0.000291719,0.1077281,0.006688408,0.005708465,0.0004257958,0.0002022074,0.02220643],"genre_scores_gemma":[0.9869224,0.001506255,0.003344016,0.00565299,0.001610874,0.00008515779,0.00006229887,0.00008905736,0.0007269965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.717063,"threshold_uncertainty_score":0.9996829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5210957024680786,"score_gpt":0.5476830311792912,"score_spread":0.02658732871121261,"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."}}