{"id":"W6940102706","doi":"10.6084/m9.figshare.c.5976224","title":"The i-ACT™ in Obesity educational intervention: a pilot study on improving Canadian family physician care in obesity medicine","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bausch Health (Canada); Université Laval; University of Toronto; McMaster University","funders":"","keywords":"Curriculum; Obesity; Health care; Weight management; MEDLINE; Public health; Variety (cybernetics); Descriptive statistics; Health professionals","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004468721,0.0006272377,0.000614503,0.0006001424,0.00304362,0.0007653926,0.001410631,0.0006685395,0.002554521],"category_scores_gemma":[0.005694672,0.0004320419,0.0006784383,0.000958616,0.0007349506,0.0004953027,0.001117408,0.001254291,0.000196866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01132631,"about_ca_system_score_gemma":0.04434241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5418255,"about_ca_topic_score_gemma":0.7443374,"domain_scores_codex":[0.9974957,0.0007304187,0.00009264965,0.0002304752,0.0005466338,0.000904141],"domain_scores_gemma":[0.9950571,0.0009467751,0.000405596,0.0001485482,0.001192222,0.002249736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01562424,0.3375898,0.1209093,0.003658441,0.0003675516,0.001148618,0.07534908,0.001496337,0.008650075,0.000634626,0.009314732,0.4252573],"study_design_scores_gemma":[0.01724063,0.1803523,0.7422109,0.0007230795,0.0005444014,0.0001706945,0.03706389,0.001636365,0.003646149,0.0001867664,0.01602698,0.0001978687],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926328,0.00008024483,0.0001305929,0.0002323035,0.00002082434,0.00541812,0.0001598672,0.00001221373,0.001313059],"genre_scores_gemma":[0.9800349,0.0005329883,0.007451162,0.0006790005,0.00004643789,0.008269789,0.0004491858,0.000006652133,0.002529916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4581745,"threshold_uncertainty_score":0.9217456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02918978711164116,"score_gpt":0.2500647109098247,"score_spread":0.2208749237981835,"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."}}