{"id":"W2036422346","doi":"10.1142/s0219246203000081","title":"PREVALENCE, ROLE AND FUNCTIONS OF SELF-HELP GROUPS IN HONG KONG","year":2003,"lang":"en","type":"article","venue":"The Hong Kong Journal of Social Work","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chinese University of Hong Kong","keywords":"Geography; Psychology; Socioeconomics; Political science; Sociology","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":[0.000999796,0.0001985642,0.000222918,0.001141779,0.001001066,0.0009902433,0.0004612511,0.0002217827,0.001335648],"category_scores_gemma":[0.001869339,0.0002410192,0.0001876267,0.001687565,0.001077354,0.0009151327,0.0009467211,0.0003927067,0.0001380524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002149133,"about_ca_system_score_gemma":0.002470085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2400375,"about_ca_topic_score_gemma":0.1774299,"domain_scores_codex":[0.9995062,0.0001078687,0.00006194354,0.0000724212,0.00006987626,0.0001816345],"domain_scores_gemma":[0.9981123,0.0002690391,0.0006191125,0.0001172156,0.000365726,0.000516578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007709385,0.00008186883,0.9752476,0.00008210386,0.00002417501,0.0003337107,0.01257061,0.00003335864,0.0002479615,0.0003839723,0.0003914215,0.01052613],"study_design_scores_gemma":[0.000005630868,0.00009419903,0.9783799,0.00004711522,0.00001755197,0.0001614839,0.02011911,0.0001233652,0.00007268329,0.0000605842,0.000907265,0.00001105395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987212,0.0003930118,0.00002012141,0.00007604052,0.000004942997,0.00001187017,0.00006129473,0.000001381438,0.0007100316],"genre_scores_gemma":[0.9992744,0.0002733551,0.00002640007,0.00002874086,0.000001778379,0.000007568415,0.00003518624,6.38913e-7,0.0003519407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2400375,"threshold_uncertainty_score":0.4772807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06673423218208155,"score_gpt":0.3496570081225953,"score_spread":0.2829227759405137,"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."}}