{"id":"W1968268831","doi":"10.1503/cmaj.109-2052","title":"Embrace, don't cope","year":2009,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Alberta","keywords":"World Wide Web; Coping (psychology); Public health; Agency (philosophy); Web site; Computer science; Health information; Internet privacy; Data science; The Internet; Medicine; Health care; Political science; Sociology; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0024788,0.000945551,0.0005524112,0.000431962,0.007692305,0.00438174,0.001656241,0.0210657,0.03180343],"category_scores_gemma":[0.01269832,0.0003989386,0.0005717457,0.0002123653,0.00613287,0.01084475,0.004502856,0.03292457,0.01514271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003430425,"about_ca_system_score_gemma":0.006908597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01535576,"about_ca_topic_score_gemma":0.02801101,"domain_scores_codex":[0.99697,0.0009630217,0.0001038014,0.0003007113,0.0009057801,0.0007568005],"domain_scores_gemma":[0.9966877,0.0009665194,0.0002874483,0.0001323187,0.0004772753,0.001448823],"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":[0.00001056902,0.00003759383,0.0002858301,0.0000409831,0.000005075873,0.0003808899,0.001101192,0.00001281735,0.0001344597,0.00473803,0.9785306,0.01472196],"study_design_scores_gemma":[0.00002970788,0.0000361413,0.0008288019,0.0004688898,0.000007381608,0.001630026,0.006814055,0.0001111783,0.0001295472,0.01041429,0.9794907,0.00003935632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006429309,0.002045316,0.0002586828,0.9694697,0.007429673,0.00003088076,0.00003365962,0.00007165579,0.02001745],"genre_scores_gemma":[0.005160179,0.001214818,0.0002610835,0.9691659,0.002257839,0.00004163165,0.00001589195,0.00003616927,0.02184652],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03180343,"threshold_uncertainty_score":0.1063931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02760557001835844,"score_gpt":0.3929864275829696,"score_spread":0.3653808575646112,"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."}}