{"id":"W6990484670","doi":"","title":"Dialogue summary: Improving access to care and outcomes for heart failure in Ontario","year":2019,"lang":"en","type":"other","venue":"","topic":"Mechanics and Biomechanics Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Heart failure; Key (lock); Stakeholder; MEDLINE; Health care","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004647149,0.0002541486,0.0004393408,0.0002389526,0.00001927937,0.00006900723,0.0001556341,0.0002138019,0.00009000253],"category_scores_gemma":[0.000008376314,0.0002097636,0.00005746851,0.00006153212,0.000002715464,0.00003162377,0.0001812865,0.0001283265,0.00001414599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001199251,"about_ca_system_score_gemma":0.00002889724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04093182,"about_ca_topic_score_gemma":0.8857791,"domain_scores_codex":[0.9992545,0.000003392071,0.0001377864,0.0002692916,0.00007832541,0.0002567596],"domain_scores_gemma":[0.9996902,0.00002535987,0.00001947554,0.0001969006,0.00001570984,0.00005237585],"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":[0.000006053635,0.00001006374,0.004863298,0.001409905,0.0001504467,0.000001767565,0.0005067518,0.00002051787,0.0004548464,0.001803254,0.9870045,0.003768564],"study_design_scores_gemma":[0.0003700185,0.00006125806,0.0002135306,0.000157863,0.00002061516,3.187072e-7,0.0001700358,0.0002428858,0.0001214131,0.00008429463,0.9981211,0.0004366098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004173115,0.007900337,0.03563427,0.002246789,0.01365844,0.01963254,0.001851091,0.00262384,0.9122796],"genre_scores_gemma":[0.03288241,0.0002768752,0.02855037,0.0009659363,0.0004017244,0.0008181549,0.0003106902,0.001552183,0.9342417],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8448473,"threshold_uncertainty_score":0.9654547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448281271096458,"score_gpt":0.2312783897812996,"score_spread":0.2167955770703351,"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."}}