{"id":"W4313558074","doi":"10.3389/froh.2022.1062421","title":"Promoting early childhood oral health and preventing early childhood caries on Instagram","year":2023,"lang":"en","type":"article","venue":"Frontiers in Oral Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; Winnipeg Regional Health Authority; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Early childhood caries; Categorization; Oral health; Early childhood; Social media; Psychology; Content analysis; Promotion (chess); Health promotion; Medicine; Public health; Medical education; Family medicine; Developmental psychology; Nursing; Sociology; World Wide Web; Computer science; Political science; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00164831,0.0003299441,0.0001469491,0.001524266,0.00100058,0.001339273,0.0003744549,0.0003174346,0.008923605],"category_scores_gemma":[0.006093379,0.0001070374,0.0002706703,0.001616552,0.0009234757,0.001535278,0.00195565,0.0005710429,0.001887002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008173796,"about_ca_system_score_gemma":0.001340534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00177293,"about_ca_topic_score_gemma":0.003922658,"domain_scores_codex":[0.9984221,0.0007801559,0.00006827464,0.0001007021,0.0004978688,0.0001307716],"domain_scores_gemma":[0.9949757,0.002899077,0.001034054,0.0002616399,0.0006273765,0.0002022978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006453895,0.0003449632,0.1507327,0.003265154,0.00006478805,0.0007924906,0.06819668,0.0004729134,0.0358726,0.01358734,0.02835976,0.6976652],"study_design_scores_gemma":[0.00003499172,0.0008265419,0.4624198,0.001552005,0.0002292631,0.001633859,0.0676342,0.002962296,0.03146004,0.008373328,0.4227023,0.0001712956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8248627,0.001409417,0.01835737,0.004706245,0.0002165585,0.001120351,0.004199712,0.001190261,0.1439375],"genre_scores_gemma":[0.9209626,0.002061023,0.058623,0.0009427678,0.0001823154,0.001084948,0.001532094,0.0001378702,0.01447334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008923605,"threshold_uncertainty_score":0.02985251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05932843000887129,"score_gpt":0.3767355238698415,"score_spread":0.3174070938609703,"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."}}