{"id":"W4242270777","doi":"10.5035/nishiseisai.66.42","title":"","year":2017,"lang":"en","type":"article","venue":"Orthopedics & Traumatology","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00161373,0.0002517987,0.0001768473,0.001545968,0.002220068,0.002249131,0.0004046755,0.0008140217,0.03702856],"category_scores_gemma":[0.003429852,0.000204883,0.0003712178,0.001070074,0.001613166,0.00126618,0.001025081,0.001041587,0.009444383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002510717,"about_ca_system_score_gemma":0.004522743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01584232,"about_ca_topic_score_gemma":0.02394328,"domain_scores_codex":[0.9987994,0.0001610765,0.0001035457,0.0001863581,0.000564184,0.0001853925],"domain_scores_gemma":[0.9978861,0.0003601902,0.0002180602,0.0001560308,0.001121022,0.000258489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003659901,0.0002027226,0.05484514,0.0005291782,0.00008774251,0.002186226,0.01005346,0.00050754,0.006474665,0.2018384,0.1494701,0.5734388],"study_design_scores_gemma":[0.00002197509,0.0001096084,0.04265662,0.0003809341,0.00005062179,0.002074257,0.00469784,0.0001858922,0.003844168,0.01615037,0.9297783,0.00004925053],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07283691,0.006719865,0.006531587,0.0114983,0.001661336,0.0001835822,0.001367948,0.0001451405,0.8990554],"genre_scores_gemma":[0.5114604,0.008103919,0.00989424,0.005226391,0.0007879297,0.0002369045,0.00231655,0.00008996263,0.4618837],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9629714,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03454231632894787,"score_gpt":0.3219698977117632,"score_spread":0.2874275813828153,"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."}}