{"id":"W4413206445","doi":"10.1016/j.cjca.2025.06.065","title":"Planning with Purpose — and People","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0249251,0.0008209367,0.0007128569,0.002699231,0.00629941,0.01690862,0.002085537,0.003671502,0.01156687],"category_scores_gemma":[0.04025351,0.0007665875,0.0008832719,0.001646346,0.02586256,0.01420616,0.009781239,0.005508162,0.0017053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006960245,"about_ca_system_score_gemma":0.02188763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01389296,"about_ca_topic_score_gemma":0.01418582,"domain_scores_codex":[0.9776011,0.01452685,0.0008811747,0.001444206,0.003201973,0.002344735],"domain_scores_gemma":[0.9665441,0.01472365,0.002303043,0.004040421,0.004416352,0.007972551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001064818,0.0003095081,0.01383278,0.0001875326,0.00009104655,0.0002411814,0.01690701,0.001909826,0.0002272231,0.8205472,0.0283374,0.1173028],"study_design_scores_gemma":[0.00003448806,0.00009571003,0.002993804,0.0003790714,0.00004211549,0.0002078072,0.01399618,0.001303287,0.0003990471,0.8640286,0.1164628,0.00005695688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.05804176,0.004384706,0.1238074,0.1690956,0.002109454,0.0004004843,0.0002361677,0.0005506486,0.6413738],"genre_scores_gemma":[0.9281714,0.001414411,0.03203969,0.01064691,0.0002686337,0.0002957223,0.000136499,0.0002411512,0.02678559],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0249251,"threshold_uncertainty_score":0.1318181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08745367271469266,"score_gpt":0.4244035487318725,"score_spread":0.3369498760171799,"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."}}