{"id":"W4390957930","doi":"10.2196/53025","title":"The #SeePainMoreClearly Phase II Pain in Dementia Social Media Campaign: Implementation and Evaluation Study","year":2024,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Hog Administrative Marketing Services (Canada); Izaak Walton Killam Health Centre; Dalhousie University; University of Regina","funders":"Saskatchewan Health Research Foundation","keywords":"Social media; Thematic analysis; General partnership; Grassroots; Analytics; Best practice; Medical education; Psychology; Social media analytics; Public relations; Medicine; World Wide Web; Political science; Computer science; Qualitative research; Sociology; Data science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.02874964,0.001545121,0.001390418,0.001681717,0.002901254,0.00271188,0.001995966,0.002585752,0.005135551],"category_scores_gemma":[0.03075296,0.001043594,0.001623366,0.001238141,0.002219802,0.00272499,0.003288853,0.002778905,0.001239315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005243787,"about_ca_system_score_gemma":0.01671764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01236653,"about_ca_topic_score_gemma":0.01918874,"domain_scores_codex":[0.9794427,0.01285695,0.001255362,0.001062552,0.002621105,0.002761379],"domain_scores_gemma":[0.9670844,0.01364136,0.003770252,0.002734608,0.006301573,0.006467704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.03504602,0.4790392,0.05950711,0.005838051,0.001098816,0.0008242335,0.01770068,0.001427783,0.003888651,0.001235155,0.01305477,0.3813396],"study_design_scores_gemma":[0.08206248,0.5691212,0.2868506,0.002157237,0.001694551,0.0003612506,0.02370477,0.002821414,0.00491591,0.0009837981,0.02499034,0.0003364706],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9122617,0.0002515237,0.001289101,0.001111962,0.0001748939,0.07732432,0.001834796,0.000193654,0.005558098],"genre_scores_gemma":[0.7665166,0.0007359811,0.01522312,0.002585569,0.0003169959,0.2086561,0.002308933,0.00005860256,0.003598116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02874964,"threshold_uncertainty_score":0.1520445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09294230550686079,"score_gpt":0.5526000719573451,"score_spread":0.4596577664504843,"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."}}