{"id":"W4407741444","doi":"10.2196/63344","title":"Instagram Posts Promoting Colorectal Cancer Awareness: Content Analysis of Themes and Engagement During Colorectal Cancer Awareness Month","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Content analysis; Social media; Colorectal cancer; Medicine; Psychology; Cancer; Qualitative research; Computer science; World Wide Web; Internal medicine; Sociology","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":[0.002212546,0.0002448171,0.0002721375,0.002310926,0.000761738,0.0009820814,0.000280937,0.0002843948,0.001954803],"category_scores_gemma":[0.01176134,0.0001300236,0.0002514938,0.001983631,0.0005731343,0.001214263,0.001521808,0.0004907947,0.0004298188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008344857,"about_ca_system_score_gemma":0.0006906277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001973612,"about_ca_topic_score_gemma":0.004729397,"domain_scores_codex":[0.9988681,0.0004571831,0.00008869436,0.0001344206,0.0003134446,0.0001381674],"domain_scores_gemma":[0.9889687,0.006966949,0.001619091,0.0003367963,0.001709387,0.0003991359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001201093,0.0002876738,0.3482244,0.002279346,0.0000716201,0.0008386761,0.3977882,0.0003807177,0.0269591,0.001586762,0.01288568,0.2074967],"study_design_scores_gemma":[0.00001994585,0.0004102242,0.8009118,0.0003787306,0.00006436961,0.0003572476,0.1599676,0.002802692,0.005718691,0.0008171427,0.02845905,0.00009244858],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923913,0.00008661553,0.001593732,0.0002500218,0.00002583063,0.0003928379,0.001958203,0.00008295914,0.003218652],"genre_scores_gemma":[0.9851673,0.0002127989,0.008018149,0.0001325508,0.00004746561,0.001614742,0.002083406,0.00006390205,0.002659747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002310926,"threshold_uncertainty_score":0.01170117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1958368701066477,"score_gpt":0.5178769466135463,"score_spread":0.3220400765068986,"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."}}