{"id":"W2626367711","doi":"10.55016/ojs/pplt.v2y2017.42227","title":"Using Mental Health and Wellness as a Framework for Course Design","year":2017,"lang":"en","type":"article","venue":"Papers on postsecondary learning and teaching.","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Course (navigation); Mental health; Psychology; Medical education; Medicine; Engineering; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001268275,0.0001976478,0.0004190929,0.00006370157,0.003079262,0.00008837887,0.00005118154,0.0001191339,0.00003266277],"category_scores_gemma":[0.0005251794,0.0001800786,0.00007422278,0.0000118359,0.0001216662,0.00007878815,0.00004235807,0.0008941404,0.000005044259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001190635,"about_ca_system_score_gemma":0.0005411757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002975584,"about_ca_topic_score_gemma":0.000005516282,"domain_scores_codex":[0.998534,0.0002137153,0.0002291943,0.0003869353,0.0001674183,0.0004686985],"domain_scores_gemma":[0.9984645,0.0003064887,0.0002163265,0.0002206432,0.0000146498,0.000777398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0036171,0.0002850048,0.04444944,0.001424999,0.0001073205,0.00003169936,0.009091352,0.000005777512,0.0005080026,0.007179532,0.0007474513,0.9325523],"study_design_scores_gemma":[0.02806727,0.03396218,0.1530142,0.009406213,0.0004593568,0.004485403,0.03275402,0.005216211,0.0005904019,0.003078827,0.7267485,0.002217468],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680667,0.00278853,0.0008086238,0.01438748,0.0006174409,0.001546214,0.00003219154,0.00009967889,0.01165317],"genre_scores_gemma":[0.9833439,0.0004999607,0.008531365,0.006645276,0.0002091322,0.00001633665,0.00003467182,0.00004184596,0.0006775031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9303349,"threshold_uncertainty_score":0.9982186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03977352155244076,"score_gpt":0.4025608480666031,"score_spread":0.3627873265141624,"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."}}