{"id":"W4300427842","doi":"","title":"O3DC: The Curiosity in Orthopaedics","year":2016,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Curiosity; Orthopedic surgery; Psychology; Medical physics; Medicine; Neuroscience; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009930964,0.0007213214,0.0007366258,0.001977511,0.00496941,0.01702086,0.001656946,0.004023384,0.07261789],"category_scores_gemma":[0.02769013,0.0002656319,0.0008156042,0.002851718,0.008340758,0.005822306,0.01244883,0.006367947,0.01268257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006733891,"about_ca_system_score_gemma":0.02042342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01365545,"about_ca_topic_score_gemma":0.02136538,"domain_scores_codex":[0.9916183,0.003474611,0.000266565,0.0005319519,0.00276342,0.001345173],"domain_scores_gemma":[0.9655439,0.0112384,0.001333913,0.001650225,0.005616429,0.0146172],"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":[0.0001316926,0.0000672962,0.003424808,0.0008624311,0.00002760035,0.0003059639,0.01166528,0.0001821833,0.0002324323,0.07336937,0.7083583,0.2013727],"study_design_scores_gemma":[0.00003069188,0.00003139761,0.001528149,0.001215772,0.00001545883,0.0003385491,0.01125425,0.0001631825,0.0001806637,0.05567575,0.9295295,0.00003662057],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01660463,0.0375948,0.008419305,0.5535113,0.02778836,0.0001459641,0.001939147,0.0007958859,0.3532006],"genre_scores_gemma":[0.5103283,0.0553451,0.01765651,0.1437752,0.02997224,0.0005924386,0.002105151,0.003096425,0.2371287],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07261789,"threshold_uncertainty_score":0.242931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325884464547048,"score_gpt":0.2423189686398426,"score_spread":0.2290601239943722,"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."}}