{"id":"W4228996719","doi":"10.1177/08465371221096619","title":"Influences of the Social Media Continuum Model in Radiology: Theory and Reality","year":2022,"lang":"en","type":"review","venue":"Canadian Association of Radiologists Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Social media; Realm; Medicine; Thriving; Public relations; Radiology; Sociology; Computer science; Social science; Political science; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004623541,0.0009786208,0.0009261747,0.005300582,0.001317772,0.005122013,0.001342561,0.002181961,0.003763979],"category_scores_gemma":[0.008844056,0.0004371571,0.001058718,0.004742302,0.00832904,0.00674268,0.002409436,0.00243495,0.0005130353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005895751,"about_ca_system_score_gemma":0.004428256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006646186,"about_ca_topic_score_gemma":0.006032367,"domain_scores_codex":[0.996687,0.00204147,0.0001435177,0.0003075075,0.0006591295,0.000161366],"domain_scores_gemma":[0.9843035,0.01328353,0.0008896362,0.0002840218,0.0008910865,0.0003483095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004802944,0.0001366659,0.007316934,0.004389518,0.00018684,0.0003970237,0.003807574,0.002609805,0.0001815467,0.8395767,0.004441962,0.1369074],"study_design_scores_gemma":[0.00004824323,0.0001606147,0.02005798,0.01207065,0.0003879855,0.001297621,0.01199839,0.01096885,0.0003623992,0.7800412,0.1624819,0.0001241576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06236003,0.5751036,0.05449589,0.07798284,0.002005754,0.0004954493,0.0004795064,0.0001401332,0.2269368],"genre_scores_gemma":[0.69622,0.2801639,0.01338866,0.004106959,0.001385939,0.0005188257,0.000173917,0.00004075428,0.00400101],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006646186,"threshold_uncertainty_score":0.04277682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1738271297046332,"score_gpt":0.4288410077140986,"score_spread":0.2550138780094653,"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."}}