{"id":"W3047356955","doi":"10.31372/20200502.1085","title":"Characteristics of Hardcore Male Smokers in Taiwan: A Qualitative Study","year":2020,"lang":"en","type":"article","venue":"Asian/Pacific Island Nursing Journal","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and Technology of Thailand","keywords":"Smoking cessation; Qualitative research; Psychology; Categorization; Clinical psychology; Medicine","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":[0.002371711,0.000250177,0.0004294855,0.00076662,0.002767672,0.001186053,0.0006357633,0.0005936032,0.001797897],"category_scores_gemma":[0.003383442,0.000265541,0.0002112938,0.000807691,0.001552305,0.001026533,0.001657457,0.0007039389,0.0001275336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002452492,"about_ca_system_score_gemma":0.002317764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00837328,"about_ca_topic_score_gemma":0.01378728,"domain_scores_codex":[0.9989102,0.0005569762,0.00005888799,0.00009636097,0.0001302054,0.0002473342],"domain_scores_gemma":[0.9978637,0.001087752,0.0003356058,0.00005519035,0.0002166929,0.0004410358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005179207,0.000110598,0.06277804,0.0002152156,0.00000897898,0.00170788,0.9217514,0.00002984725,0.002705346,0.0004264977,0.0004247693,0.009789512],"study_design_scores_gemma":[0.000003554941,0.0000978984,0.02442892,0.0001103558,0.000005156564,0.0003379978,0.9718587,0.00009738857,0.000279398,0.00008712057,0.002682124,0.00001137583],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987117,0.0001289631,0.0002013939,0.0003041218,0.000006181204,0.00005211804,0.00004334563,0.000003026906,0.0005490337],"genre_scores_gemma":[0.998309,0.0002742847,0.0002308673,0.0002641923,0.000006061869,0.000126787,0.00004886307,0.000003171992,0.0007366588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00837328,"threshold_uncertainty_score":0.01779419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04207065342170579,"score_gpt":0.3480440013841862,"score_spread":0.3059733479624804,"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."}}