{"id":"W3215289770","doi":"10.2196/34429","title":"Assessment of Social Support and Quitting Smoking in an Online Community Forum: Study Involving Content Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada); University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Ministry of Health, British Columbia","keywords":"Social support; Psychological intervention; Psychology; Smoking cessation; Social media; Online community; Content analysis; Social network analysis; Public relations; Social psychology; World Wide Web; Medicine; Computer science; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003905883,0.0003465801,0.0003458975,0.002833735,0.001582389,0.001178406,0.0006844762,0.0007148157,0.001440223],"category_scores_gemma":[0.01255225,0.00028977,0.000307773,0.00149337,0.0009097917,0.001195015,0.001733851,0.0006259507,0.0002701475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008575349,"about_ca_system_score_gemma":0.0009413168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00120213,"about_ca_topic_score_gemma":0.002281183,"domain_scores_codex":[0.998064,0.001169767,0.0001181398,0.000151257,0.0002993768,0.0001974493],"domain_scores_gemma":[0.9887959,0.007330863,0.001432058,0.0003893923,0.001361239,0.0006906686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006300785,0.005359597,0.3622233,0.000783951,0.0000520697,0.001605908,0.4719901,0.0001802933,0.02372755,0.0008158609,0.0007628569,0.1318684],"study_design_scores_gemma":[0.0001064607,0.002942703,0.7143779,0.0002020287,0.0000789287,0.001117654,0.2658479,0.002970194,0.006075249,0.000770714,0.005422363,0.00008792865],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981152,0.00002705405,0.000756174,0.00003298048,0.000004801151,0.0004035894,0.00005603997,0.000007313541,0.0005969932],"genre_scores_gemma":[0.9927955,0.00008596156,0.005240036,0.0000419291,0.00002355125,0.0008816209,0.0001269301,0.000009173082,0.0007952803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003905883,"threshold_uncertainty_score":0.02065653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3175628680129444,"score_gpt":0.5255652615084914,"score_spread":0.2080023934955469,"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."}}