{"id":"W4296690066","doi":"10.55752/amwa.2022.185","title":"AMWA: Who We Are","year":2022,"lang":"en","type":"article","venue":"AMWA Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Medical education; Psychology; Medical school; Family medicine; Medicine; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004896241,0.0007874484,0.0008690076,0.002045697,0.007182153,0.01194983,0.001650727,0.005916588,0.1258875],"category_scores_gemma":[0.03874332,0.0005621725,0.000553898,0.001499723,0.002432839,0.01900355,0.007005805,0.009492974,0.08176355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002198509,"about_ca_system_score_gemma":0.0092762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006583105,"about_ca_topic_score_gemma":0.008118674,"domain_scores_codex":[0.9925002,0.002401949,0.00043999,0.0008149249,0.002139812,0.001703009],"domain_scores_gemma":[0.9748355,0.001886603,0.00167462,0.0008911332,0.005036301,0.01567589],"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":[0.00001521832,0.00003744583,0.003388774,0.0001419136,0.000007173798,0.0002088103,0.004857524,0.000006333711,0.0001315393,0.002718048,0.9261572,0.06232995],"study_design_scores_gemma":[0.000003401848,0.00001739421,0.001316445,0.0005469871,0.000005529881,0.0004340002,0.007904026,0.00001509107,0.00003542952,0.001876517,0.9878207,0.00002454747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01033681,0.02869433,0.001842925,0.7226964,0.0659285,0.0002899382,0.001866619,0.001171721,0.1671727],"genre_scores_gemma":[0.08716451,0.04200966,0.00358983,0.4363225,0.02375195,0.001482339,0.002466815,0.001323198,0.4018893],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1258875,"threshold_uncertainty_score":0.4211357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1418746903744432,"score_gpt":0.4273041468252138,"score_spread":0.2854294564507706,"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."}}