{"id":"W4416903783","doi":"10.2196/84225","title":"Move – Mix It Up – Make It Fun: Summarizing and Visualizing Physical Activity Guidance","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Infographic; Slogan; Physical activity; Visualization","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002999272,0.001165053,0.0003883672,0.004094631,0.001135399,0.003018348,0.0008629934,0.001444323,0.0145656],"category_scores_gemma":[0.01967116,0.0002108692,0.0005351097,0.003094721,0.001022797,0.002542949,0.001873674,0.001127154,0.00332309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007910765,"about_ca_system_score_gemma":0.001310146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003428059,"about_ca_topic_score_gemma":0.009878731,"domain_scores_codex":[0.9981275,0.001171425,0.0001549209,0.0001376802,0.0002897212,0.0001187002],"domain_scores_gemma":[0.9885743,0.008028038,0.001020827,0.0004927161,0.001572314,0.0003119487],"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":[0.0005726349,0.0001245427,0.005899929,0.009006454,0.00006025515,0.0003374844,0.05464501,0.001708365,0.01042779,0.008079218,0.2878367,0.6213017],"study_design_scores_gemma":[0.00007316963,0.000461152,0.01461726,0.006913867,0.000155179,0.0006089157,0.02805303,0.006258516,0.008941336,0.00750407,0.9262257,0.0001878174],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1991127,0.03206148,0.4823114,0.04724357,0.007416262,0.004074335,0.0350307,0.05448686,0.1382627],"genre_scores_gemma":[0.3531556,0.01061121,0.5858251,0.004753456,0.001588119,0.002883903,0.01229126,0.002851312,0.02603994],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0145656,"threshold_uncertainty_score":0.04872674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07755776322040685,"score_gpt":0.4626076142611759,"score_spread":0.3850498510407691,"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."}}