{"id":"W4293458318","doi":"10.2196/preprints.42215","title":"Correction: Web-Based Delivery of the Caregiving Essentials Course for Informal Caregivers of Older Adults in Ontario: Mixed Methods Evaluation Study (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Preprint; Psychology; Course (navigation); Medical education; Gerontology; Life course approach; World Wide Web; Computer science; Medicine; Engineering; Developmental psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01209193,0.001143036,0.001732446,0.002837072,0.00456968,0.003779505,0.003538883,0.004013986,0.0717459],"category_scores_gemma":[0.2543011,0.0008416329,0.001480228,0.004246079,0.002559978,0.002179227,0.002312115,0.004103725,0.01659428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01871036,"about_ca_system_score_gemma":0.04383266,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5115562,"about_ca_topic_score_gemma":0.4785552,"domain_scores_codex":[0.9893049,0.001736893,0.002310631,0.0009435741,0.004836617,0.000867345],"domain_scores_gemma":[0.7791009,0.03602961,0.006692292,0.008065574,0.1636636,0.006448042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001270553,0.00001684066,0.0006500873,0.0004248864,0.00002489595,0.0001263714,0.0004926609,0.00003646303,0.00004166246,0.0003852792,0.991463,0.006210863],"study_design_scores_gemma":[0.0009491784,0.0002117322,0.03976429,0.004545482,0.0004416013,0.000590131,0.004616243,0.0006737702,0.0007772502,0.001154384,0.9460368,0.0002391546],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.005399963,0.001320223,0.001461999,0.1645768,0.7901554,0.0007177789,0.02724644,0.001414336,0.007707079],"genre_scores_gemma":[0.175003,0.008991742,0.01366407,0.1359436,0.08259237,0.007355066,0.02328549,0.005318755,0.5478458],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4884438,"threshold_uncertainty_score":0.9826407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02637688432566226,"score_gpt":0.35267296263665,"score_spread":0.3262960783109877,"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."}}