{"id":"W3127529823","doi":"10.1016/j.cjca.2020.02.012","title":"A case study: “health shocks can be isolating; peer support is key”","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Peer support; Psychosocial; Stroke (engine); Psychosocial support; Social support; Key (lock); Peer-to-peer; Medical emergency; Internet privacy; Nursing; Psychiatry; Computer security; World Wide Web; Social psychology","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":[0.00078941,0.0007587094,0.0003783945,0.00134594,0.008628852,0.002352757,0.001708702,0.008013666,0.009523848],"category_scores_gemma":[0.01139866,0.0003425776,0.0006423233,0.001368408,0.002260631,0.002324522,0.002266746,0.005236688,0.001474655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002382714,"about_ca_system_score_gemma":0.002751308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006790189,"about_ca_topic_score_gemma":0.01345022,"domain_scores_codex":[0.9985601,0.000539664,0.0001240256,0.0001761307,0.0001817641,0.0004182798],"domain_scores_gemma":[0.9968122,0.001086745,0.0005987549,0.0001213409,0.0003072213,0.001073757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00003658218,0.0001354389,0.01053386,0.0001172114,0.00002432686,0.9309608,0.01775863,0.0001710301,0.0002883009,0.007603049,0.02421867,0.008152168],"study_design_scores_gemma":[0.00001667787,0.00005564707,0.003750581,0.0002887082,0.00002622092,0.9225277,0.03551577,0.0004998016,0.0002859066,0.003891893,0.03309304,0.00004805713],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.618053,0.003618763,0.009379636,0.2028849,0.006040588,0.0003916424,0.0004679953,0.0002892514,0.1588743],"genre_scores_gemma":[0.9587047,0.001368844,0.003024833,0.01928053,0.001946451,0.0000677934,0.0001179213,0.00008676724,0.01540233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009523848,"threshold_uncertainty_score":0.03186041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03513418560314936,"score_gpt":0.3152250444351952,"score_spread":0.2800908588320459,"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."}}