{"id":"W4321366918","doi":"10.2106/jbjs.23.00037","title":"Rudolph A. Klassen, MD 1931-2022","year":2023,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Health and Medical Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.005687498,0.0001012396,0.0008029509,0.0003844058,0.0005069478,0.000005144096,0.00001820661,0.0001206235,0.0002991205],"category_scores_gemma":[0.003206899,0.00007027743,0.0001979435,0.0003424269,0.00005478851,0.00009259977,0.00008483301,0.0007700914,0.0002190079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004942697,"about_ca_system_score_gemma":0.0005575059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005517134,"about_ca_topic_score_gemma":0.00002268713,"domain_scores_codex":[0.9972373,0.0002895462,0.001439292,0.0001021435,0.0003954922,0.0005362527],"domain_scores_gemma":[0.9964932,0.002059867,0.0006787253,0.00009215045,0.0001775818,0.0004985295],"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":[0.00006031401,0.0000287076,0.05412537,0.0004496442,0.00003334361,0.0003157366,0.0007254145,2.01069e-7,0.0002466589,0.00006373697,0.9152487,0.02870218],"study_design_scores_gemma":[0.0004503106,0.00006943818,0.2506047,0.0007699177,0.00002311866,0.0000529997,0.002446975,0.00001023802,0.00001726145,0.0006937253,0.7447624,0.00009895537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606339,0.005322141,0.00003601736,0.02846861,0.003244834,0.0001428644,0.000006395986,0.0000475547,0.002097633],"genre_scores_gemma":[0.8801124,0.09384393,0.0001497115,0.01414498,0.004605054,0.00003030842,0.000009143379,0.00004496444,0.007059501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1964793,"threshold_uncertainty_score":0.3899084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.155933411650888,"score_gpt":0.4199276924118242,"score_spread":0.2639942807609362,"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."}}