{"id":"W4210719320","doi":"10.17816/vto99831","title":"In the city of Lorenz Beler","year":2022,"lang":"en","type":"article","venue":"N N Priorov Journal of Traumatology and Orthopedics","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Traumatology; Medicine; Surgery; Orthopedic surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006674101,0.001146778,0.0007265671,0.0008148724,0.003348132,0.002676766,0.0007308331,0.001933816,0.1938281],"category_scores_gemma":[0.001932688,0.0004379863,0.0004250304,0.0005438671,0.001213811,0.001943581,0.00406338,0.002996148,0.05220055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002053765,"about_ca_system_score_gemma":0.002056209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005665445,"about_ca_topic_score_gemma":0.01343677,"domain_scores_codex":[0.9989967,0.0001684245,0.00003424739,0.0003479008,0.0001818805,0.0002708271],"domain_scores_gemma":[0.999459,0.0000683108,0.00005252622,0.000036903,0.00007672388,0.0003065799],"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":[0.0002031393,0.0000663723,0.001298927,0.0002832024,0.00002393898,0.001530292,0.0007420632,0.000221604,0.0006472566,0.02155135,0.865962,0.1074699],"study_design_scores_gemma":[0.000005811903,0.00001722138,0.0007878957,0.00007464898,0.00000189134,0.000287395,0.0001704608,0.00001913619,0.00007684999,0.0004467261,0.9981065,0.000005362904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01689171,0.1173648,0.003498189,0.1921956,0.07305791,0.0002306159,0.004606748,0.001380034,0.5907744],"genre_scores_gemma":[0.05742734,0.0185882,0.001901382,0.01614053,0.004890312,0.0001140107,0.001085771,0.0005731659,0.8992791],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1938281,"threshold_uncertainty_score":0.6484195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03900692894538044,"score_gpt":0.3058342930846165,"score_spread":0.2668273641392361,"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."}}