{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007731352,0.0010304,0.001250906,0.0008374849,0.001211693,0.0004560943,0.0009328006,0.001122529,0.002634452],"category_scores_gemma":[0.0002500837,0.001142317,0.000576658,0.001836826,0.0004650268,0.0004849629,0.0002985543,0.001462785,0.00283524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109156,"about_ca_system_score_gemma":0.0007796551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006753816,"about_ca_topic_score_gemma":0.0004596795,"domain_scores_codex":[0.9930922,0.0005142083,0.001633181,0.001623043,0.0008875229,0.002249856],"domain_scores_gemma":[0.9961182,0.0003916197,0.0004399067,0.001639431,0.0005350573,0.0008757742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008412244,0.007748588,0.04225845,0.008276931,0.0005891813,0.0006372889,0.005242134,0.00002569936,0.01651752,0.02990411,0.7250175,0.1553703],"study_design_scores_gemma":[0.009074715,0.001902152,0.03371939,0.005101657,0.001454103,0.000111364,0.001734161,0.0002555751,0.02078501,0.01205788,0.9115458,0.002258235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.510726,0.05990554,0.0006545647,0.08621471,0.03586886,0.008958655,0.002027811,0.002063517,0.2935803],"genre_scores_gemma":[0.955277,0.001284626,0.001110359,0.006389827,0.001251877,0.0003097384,0.0002548734,0.0002074262,0.03391432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4445509,"threshold_uncertainty_score":0.9991027,"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."}}