{"id":"W4299545303","doi":"10.5301/hipint.5000334","title":"Residents' Sessions","year":2015,"lang":"en","type":"article","venue":"Hip International","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine","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":[0.0009771376,0.0009574923,0.0006356836,0.001003474,0.001614758,0.002484013,0.001602712,0.001932713,0.8231919],"category_scores_gemma":[0.003040057,0.0003370243,0.0006630711,0.0006998072,0.0003764171,0.00171833,0.003748626,0.001933199,0.5969172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008426135,"about_ca_system_score_gemma":0.002334753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001169921,"about_ca_topic_score_gemma":0.004602412,"domain_scores_codex":[0.9993056,0.0001058823,0.00004234288,0.0001489427,0.000261954,0.0001352793],"domain_scores_gemma":[0.9972755,0.0001703818,0.0000777985,0.0001425033,0.0008624589,0.001471356],"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":[0.00002622704,0.00005414277,0.000131471,0.00007336352,0.000001401912,0.00008057452,0.00003989649,0.00001982247,0.0001034398,0.0005270349,0.9325994,0.06634325],"study_design_scores_gemma":[0.0000098094,0.00002471875,0.0004079855,0.00006844346,0.000001325892,0.0001733529,0.00008552627,0.00002408487,0.00005019111,0.0003640709,0.9987866,0.000003829553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002597457,0.003432072,0.002798364,0.02318386,0.063228,0.0005228907,0.003364242,0.002565429,0.8983077],"genre_scores_gemma":[0.003389869,0.001555069,0.0008739852,0.004556213,0.005056772,0.0001292808,0.0009253811,0.0003783912,0.9831351],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8231919,"threshold_uncertainty_score":0.2521952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04770340698179652,"score_gpt":0.3316861713453007,"score_spread":0.2839827643635041,"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."}}