{"id":"W4393173429","doi":"10.2196/49879","title":"News Media Framing of Suicide Circumstances and Gender: Mixed Methods Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Oak Ridge Institute for Science and Education; Centers for Disease Control and Prevention; National Institutes of Health; National Institute of Mental Health; U.S. Department of Energy","keywords":"Framing (construction); Psychology; Criminology; Media studies; Political science; Sociology; Engineering","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":[0.04266965,0.0008956391,0.001500514,0.005776721,0.001402325,0.00277231,0.001350795,0.0009521732,0.006706121],"category_scores_gemma":[0.1070705,0.0005402899,0.004306958,0.005249767,0.001184623,0.001794544,0.00213597,0.001129146,0.0005891979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001359195,"about_ca_system_score_gemma":0.00130122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0047127,"about_ca_topic_score_gemma":0.004734787,"domain_scores_codex":[0.9540989,0.03170407,0.004942563,0.003281238,0.004601842,0.001371489],"domain_scores_gemma":[0.8330436,0.1368243,0.01673411,0.006178273,0.006218126,0.00100163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.003741488,0.0008196059,0.9170411,0.00313567,0.009054686,0.0005938772,0.0164202,0.0005164989,0.0009372748,0.001501062,0.002563213,0.04367537],"study_design_scores_gemma":[0.0003112267,0.002859455,0.932971,0.00202955,0.008466344,0.0009155785,0.02941538,0.0109787,0.002080029,0.003003866,0.00679362,0.0001753449],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764438,0.002665434,0.01244234,0.0003960828,0.0001267624,0.001978566,0.003454286,0.00006817299,0.002424516],"genre_scores_gemma":[0.9864911,0.0005177659,0.007094695,0.0002415148,0.00008869916,0.003383668,0.001245298,0.00004885254,0.0008884126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04266965,"threshold_uncertainty_score":0.2256614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07398795187541633,"score_gpt":0.4633285609495071,"score_spread":0.3893406090740908,"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."}}