{"id":"W4392095339","doi":"10.1302/3114-240539","title":"Surgical Pearls for Hip Replacement in Patients with Obesity","year":2024,"lang":"en","type":"dataset","venue":"OrthoMedia","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hip replacement; Medicine; Obesity; General surgery; Surgery; Arthroplasty; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.001519194,0.0006477886,0.0006696006,0.002866835,0.0004443164,0.001798373,0.001068779,0.000844784,0.04409581],"category_scores_gemma":[0.0183016,0.0002567013,0.001616937,0.00335524,0.0001758683,0.001034523,0.001477008,0.001612383,0.01886444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008315734,"about_ca_system_score_gemma":0.001674143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007933955,"about_ca_topic_score_gemma":0.02391384,"domain_scores_codex":[0.9982296,0.0004414971,0.0005221019,0.000302004,0.0003689175,0.0001359568],"domain_scores_gemma":[0.9935632,0.002581147,0.001639508,0.0007273934,0.001191791,0.0002970693],"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":[0.0005330712,0.00005358022,0.05187854,0.003217501,0.0003349432,0.0001359692,0.00006725833,0.0006983898,0.0001539309,0.001421922,0.8905168,0.050988],"study_design_scores_gemma":[0.0006184288,0.0001233906,0.07312761,0.003567147,0.000289375,0.001187751,0.0003466113,0.001503017,0.0004043952,0.004549284,0.9141997,0.0000833998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0037439,0.002588713,0.0007338483,0.001485776,0.0002685284,0.0001576341,0.9831789,0.0004170622,0.007425747],"genre_scores_gemma":[0.01644944,0.001903689,0.004221284,0.001489761,0.0001922786,0.0006448498,0.9720764,0.0001668132,0.002855578],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04409581,"threshold_uncertainty_score":0.1475152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00908584255410225,"score_gpt":0.2541160877933989,"score_spread":0.2450302452392967,"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."}}