{"id":"W2972488645","doi":"","title":"Gender Issues When Working with Men with Depression: A Novice Counsellor’s Perspective","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Depression (economics); Perspective (graphical); Psychology; Gender identity; Perception; Mental health; Identity (music); Clinical psychology; Face (sociological concept); Social psychology; Psychotherapist; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004974598,0.0001293793,0.0002242437,0.0001414401,0.0005050543,0.0002549748,0.0001749406,0.00006164336,0.0001321362],"category_scores_gemma":[6.659199e-7,0.00009414794,0.00003866919,0.0001634041,0.000115128,0.0001818283,1.183573e-7,0.000193655,0.000006546619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004086721,"about_ca_system_score_gemma":0.0003994656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01493056,"about_ca_topic_score_gemma":0.1943152,"domain_scores_codex":[0.9989238,0.00007333684,0.0001544927,0.0001787589,0.0003575111,0.000312067],"domain_scores_gemma":[0.9989448,0.00003262435,0.0001657238,0.0001084061,0.0004273343,0.0003211101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005403783,0.00003542742,0.08939282,0.00002405888,0.0006873265,0.00008066251,0.8730586,0.0003204322,0.0000319419,0.01166222,0.02037949,0.003786647],"study_design_scores_gemma":[0.001623389,0.0003495527,0.001261181,0.0003309402,0.00006243886,0.00007387197,0.1079325,0.00003256184,0.00001042012,0.04786792,0.840111,0.0003441993],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.682328,0.2135177,0.0256149,0.02073126,0.0007970568,0.0007025204,0.000007674035,0.00003695539,0.05626392],"genre_scores_gemma":[0.895081,0.09997789,0.0004426426,0.0006257471,0.000455178,0.000001929678,2.674447e-7,0.00002491656,0.003390436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8197315,"threshold_uncertainty_score":0.9916291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02838744051903803,"score_gpt":0.2830096411184567,"score_spread":0.2546222005994187,"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."}}