{"id":"W1986403526","doi":"10.5301/hipint.5000152","title":"Developing a sustainable hip service in Cambodia","year":2014,"lang":"en","type":"article","venue":"Hip International","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Periprosthetic; Avascular necrosis; Surgery; Implant; Arthroplasty; Femoral head","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":[0.0001951234,0.00007528866,0.0001069786,0.0001329776,0.00003348429,0.00002039387,0.00007072239,0.00004102946,0.0004337198],"category_scores_gemma":[0.0001700556,0.00006679381,0.00002456774,0.0001081837,0.00001516638,0.00009041811,0.00005141872,0.0001104002,0.0001383566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000117657,"about_ca_system_score_gemma":0.000110695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002029032,"about_ca_topic_score_gemma":0.00008655347,"domain_scores_codex":[0.9992718,0.00001650124,0.0001596616,0.0001440856,0.0002065882,0.0002013652],"domain_scores_gemma":[0.9996303,0.00005896889,0.00003636519,0.00008508407,0.0001346194,0.0000546757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002997721,0.0002278921,0.6527561,0.0002833951,0.00009250065,0.0005064731,0.001265623,0.00004816637,0.0005451242,0.2854497,0.006071302,0.05245393],"study_design_scores_gemma":[0.002703997,0.00006084759,0.4013242,0.0001983783,0.00001065388,0.0002948254,0.0005762007,0.003174869,0.000326718,0.001283434,0.589862,0.0001839666],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9429813,0.00002684757,0.001768893,0.01011955,0.0006586191,0.0001419674,0.000003902234,0.00004700775,0.04425191],"genre_scores_gemma":[0.990862,0.000008442452,0.001105349,0.003025347,0.0003334343,0.00001118638,0.00003857538,0.00001004388,0.004605584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5837907,"threshold_uncertainty_score":0.4748928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901473367047461,"score_gpt":0.2795193856752738,"score_spread":0.2605046520047992,"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."}}