{"id":"W4401877635","doi":"10.2139/ssrn.4934329","title":"Healthstart: A Layperson-Led Community Health Coaching Programme","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Layperson; Coaching; Infographic; Health coaching; Psychology; Political science; Computer science","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":[0.003330134,0.0005561655,0.0003699742,0.001589757,0.004000326,0.002130342,0.001495508,0.001683391,0.1639271],"category_scores_gemma":[0.003168457,0.0006988418,0.000503254,0.0008958798,0.0009736648,0.001017309,0.007387784,0.002955243,0.02242406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001844695,"about_ca_system_score_gemma":0.01562789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01238367,"about_ca_topic_score_gemma":0.04300297,"domain_scores_codex":[0.9985208,0.0004485501,0.00003118996,0.000199237,0.0002327609,0.0005675913],"domain_scores_gemma":[0.9906402,0.0008703165,0.0001389789,0.000509535,0.0005113298,0.007329723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01034178,0.04766956,0.02803485,0.0006564248,0.00007406898,0.00112831,0.004949618,0.0009633934,0.00799388,0.003337197,0.219309,0.6755421],"study_design_scores_gemma":[0.0182845,0.02071648,0.4841987,0.0006218576,0.0001520017,0.0009993986,0.01467354,0.006110305,0.007082007,0.003665706,0.4432486,0.0002469287],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5681429,0.0006112446,0.01816204,0.01355582,0.002642218,0.02763467,0.01165029,0.007998638,0.3496021],"genre_scores_gemma":[0.5121833,0.0004413477,0.03704097,0.004524426,0.0007962614,0.01018266,0.008860614,0.001231837,0.4247387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1639271,"threshold_uncertainty_score":0.5483909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1796647631007307,"score_gpt":0.447662134671055,"score_spread":0.2679973715703243,"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."}}