{"id":"W4414443196","doi":"10.1556/650.2025.33359","title":"Dohányzási szokások a marosvásárhelyi orvostanhallgatók körében","year":2025,"lang":"hu","type":"article","venue":"Orvosi Hetilap","topic":"Nutrition, Health and Food Behavior","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curiosity; Peer pressure; Electronic cigarette; Public health; Statistical analysis; Product (mathematics); Nicotine; Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005421938,0.0006158239,0.0006957617,0.0007096535,0.0009882391,0.002032226,0.0003814737,0.0007890257,0.02560537],"category_scores_gemma":[0.0006339481,0.0002253126,0.0004751413,0.0005906603,0.0005989179,0.001026344,0.001301623,0.0009450638,0.004434293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005554156,"about_ca_system_score_gemma":0.002092987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002438895,"about_ca_topic_score_gemma":0.002211302,"domain_scores_codex":[0.9997048,0.00005208814,0.00003291392,0.00005609279,0.00008646023,0.00006771207],"domain_scores_gemma":[0.9997378,0.00005217408,0.00006811665,0.00001488564,0.0000710485,0.00005591742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001775683,0.001081039,0.1186907,0.003959164,0.0002797377,0.0121367,0.006971193,0.0013461,0.03064009,0.02039769,0.03044537,0.7722765],"study_design_scores_gemma":[0.0002200797,0.001173672,0.2965281,0.00288691,0.0005216433,0.02494311,0.01498377,0.003227354,0.0109219,0.01853158,0.6258539,0.0002080003],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8141427,0.06902118,0.006828981,0.01500176,0.002391131,0.0001524283,0.0012506,0.0003593497,0.09085183],"genre_scores_gemma":[0.890947,0.05300053,0.006500639,0.001464693,0.0009124287,0.0001079021,0.001074956,0.00009304562,0.04589887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02560537,"threshold_uncertainty_score":0.08565855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009678398908711174,"score_gpt":0.3195960391574776,"score_spread":0.3099176402487664,"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."}}