{"id":"W3118819697","doi":"10.2196/22946","title":"Instagram Posts Related to Backwoods Cigarillo Blunts: Content Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Center for Tobacco Products; National Institutes of Health","keywords":"Blunt; Advertising; Internet privacy; Business; Computer science; Medicine; Surgery","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":[0.002052491,0.0002766924,0.0002536923,0.007342489,0.001033432,0.001546862,0.0004381872,0.0003199589,0.004166759],"category_scores_gemma":[0.01161947,0.0001831296,0.0003479535,0.006731519,0.0006875808,0.001517258,0.001768896,0.0005466494,0.001351516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001739665,"about_ca_system_score_gemma":0.001680245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006695337,"about_ca_topic_score_gemma":0.01451444,"domain_scores_codex":[0.9987348,0.0002942951,0.0001458459,0.0001973149,0.0004470911,0.0001807061],"domain_scores_gemma":[0.9891577,0.004975293,0.002069479,0.0005002241,0.002935355,0.0003620837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008282188,0.0007451201,0.5306031,0.002732355,0.000107914,0.0008990754,0.1102562,0.0004616368,0.01938116,0.003841511,0.04161973,0.288524],"study_design_scores_gemma":[0.00002313936,0.0001693549,0.874589,0.0004274453,0.0001051771,0.0002829836,0.06902246,0.003097679,0.007212356,0.0008748816,0.04410848,0.00008708468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661328,0.0001358723,0.002159516,0.0004282453,0.00005013482,0.002107457,0.01822073,0.0001847347,0.01058063],"genre_scores_gemma":[0.9369311,0.0005046322,0.02316681,0.0003844179,0.0001960141,0.00667239,0.02307612,0.0001972504,0.008871225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007342489,"threshold_uncertainty_score":0.0139392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06414590602920572,"score_gpt":0.3539286135951588,"score_spread":0.289782707565953,"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."}}