{"id":"W4246535908","doi":"10.32920/14657706","title":"Social media toolbox: creating an Instagram guide for Ontario dentists","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Dentures; Shadow (psychology); Toolbox; Oral health; Geriatric dentistry; Medicine; Dentistry; Health care; Nursing; Psychology; Political science; Engineering","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":[0.002009244,0.0007905407,0.0004580764,0.002052747,0.002265837,0.003540563,0.001496095,0.001525998,0.2980552],"category_scores_gemma":[0.006317255,0.0008578263,0.0005372114,0.002118751,0.0007558726,0.004354893,0.004285572,0.001615837,0.2267814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00228899,"about_ca_system_score_gemma":0.005341174,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03966065,"about_ca_topic_score_gemma":0.1551889,"domain_scores_codex":[0.9990509,0.0001619621,0.00006548655,0.00008404895,0.000504616,0.0001329318],"domain_scores_gemma":[0.9959356,0.001214011,0.0001508332,0.0003692385,0.001045523,0.001284885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005131156,0.00004815809,0.0003425742,0.0001110652,0.000002712265,0.00019186,0.001441775,0.00006969587,0.001165343,0.001316518,0.8907933,0.1044656],"study_design_scores_gemma":[0.00001017868,0.000008546327,0.0006126508,0.00004825032,0.000001636887,0.00004409318,0.0005593197,0.0001732385,0.0001346319,0.0005459118,0.9978449,0.00001665014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007654988,0.001538756,0.07236569,0.01658908,0.002318497,0.001996141,0.03770392,0.1128497,0.7469832],"genre_scores_gemma":[0.01582058,0.002695676,0.1019375,0.00322723,0.001053008,0.002414144,0.01287396,0.02497559,0.8350022],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9603394,"threshold_uncertainty_score":0.9970941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2385997493660544,"score_gpt":0.4785365279255396,"score_spread":0.2399367785594852,"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."}}