{"id":"W7115569723","doi":"10.3138/ptc-2023-0103-cc","title":"Commentary on Marrocco et al.","year":2025,"lang":"en","type":"article","venue":"Physiotherapy Canada","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007999856,0.001536093,0.002670438,0.001958909,0.005903763,0.005929428,0.006218584,0.05857575,0.01571006],"category_scores_gemma":[0.08067982,0.001158562,0.00241935,0.002067879,0.004149762,0.005333996,0.002480136,0.05312026,0.01213957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009577723,"about_ca_system_score_gemma":0.01709536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05324887,"about_ca_topic_score_gemma":0.07062866,"domain_scores_codex":[0.9912727,0.002434742,0.001031695,0.001031353,0.003324977,0.0009044738],"domain_scores_gemma":[0.9496267,0.02319765,0.002008613,0.0008085142,0.01856455,0.005793972],"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":[0.00001507045,0.000004108226,0.00003467813,0.00004127778,0.000005800731,0.000054716,0.00002167111,0.000008443935,0.000006868027,0.0001934993,0.9985878,0.001026086],"study_design_scores_gemma":[0.0001484974,0.00002859321,0.0006680232,0.00146714,0.00006549384,0.0005486332,0.0003505827,0.0001118973,0.0001105029,0.002291541,0.994139,0.00007017819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00006836242,0.002161063,0.00003245628,0.8990762,0.09715261,0.00001555735,0.0001310475,0.00001829321,0.001344373],"genre_scores_gemma":[0.0008150798,0.001887093,0.00006589044,0.9088209,0.08553206,0.00004170944,0.00005581398,0.00002458978,0.002756926],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05857575,"threshold_uncertainty_score":0.1058779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005400637872821185,"score_gpt":0.3004638872391864,"score_spread":0.2950632493663652,"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."}}