{"id":"W4315563625","doi":"10.2196/43512","title":"Examining Visual Attention to Tobacco Marketing Materials Among Young Adult Smokers: Protocol for a Remote Webcam-Based Eye-Tracking Experiment","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Rutgers Cancer Institute of New Jersey; University of Pennsylvania","keywords":"Eye tracking; Tracking (education); Logistic regression; Odds; Medicine; USable; Computer science; Psychology; Multimedia; Artificial intelligence","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":[0.02286825,0.00330463,0.002725754,0.001818373,0.00567642,0.00176224,0.002759561,0.004201787,0.04926365],"category_scores_gemma":[0.01693113,0.003206937,0.002836878,0.00131779,0.002077898,0.002061389,0.002897774,0.006488158,0.01277707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002640483,"about_ca_system_score_gemma":0.01051856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00306213,"about_ca_topic_score_gemma":0.00661806,"domain_scores_codex":[0.9901503,0.004565985,0.001407476,0.00151121,0.001226175,0.001138826],"domain_scores_gemma":[0.9858634,0.003848231,0.001547503,0.002672635,0.004296883,0.001771318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1207618,0.2403595,0.02060723,0.02286433,0.0008884073,0.003015787,0.01343124,0.01019895,0.07843072,0.01468468,0.1019959,0.3727614],"study_design_scores_gemma":[0.1596745,0.2025027,0.1274295,0.0072975,0.001012168,0.001157255,0.004476709,0.01510737,0.03474871,0.01919159,0.4260668,0.001335038],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.008552968,0.0001075904,0.01041553,0.000185596,0.0001626644,0.9771851,0.001040034,0.0002380939,0.002112414],"genre_scores_gemma":[0.002343923,0.00006104161,0.008306511,0.0001407878,0.00002331943,0.9884072,0.0001405524,0.00001051794,0.0005662012],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04926365,"threshold_uncertainty_score":0.1648033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2870658185884635,"score_gpt":0.5772757759841547,"score_spread":0.2902099573956912,"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."}}