{"id":"W4391251676","doi":"10.53379/cjcd.2024.386","title":"Career Counselling Considerations for Individuals With Mental Disorders","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Career Development","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity Western University","funders":"","keywords":"Psychology; Psychotherapist; Clinical psychology; Medical education; Psychiatry; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004139824,0.0002710965,0.0004701916,0.0007155747,0.0128984,0.002664943,0.001021421,0.003824078,0.01530678],"category_scores_gemma":[0.01299622,0.0003415712,0.0006133716,0.0004253733,0.002324831,0.002435714,0.005615367,0.00587444,0.001682034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002271217,"about_ca_system_score_gemma":0.01467764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00775602,"about_ca_topic_score_gemma":0.04872032,"domain_scores_codex":[0.9970084,0.001441756,0.00009686419,0.0000798446,0.0005496338,0.0008235726],"domain_scores_gemma":[0.9933155,0.001668632,0.0003615088,0.00008267119,0.0006714064,0.003900257],"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":[0.0001101072,0.0009061885,0.03411843,0.001051293,0.00005134848,0.02838068,0.1787504,0.0005232562,0.001603206,0.01562647,0.389804,0.3490747],"study_design_scores_gemma":[0.00005315716,0.0003842251,0.02650766,0.003612476,0.0000329433,0.03086407,0.4440698,0.0004337723,0.000361285,0.027429,0.4661261,0.0001256138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2756057,0.01716304,0.0056318,0.5558301,0.006223392,0.0006018963,0.0001419605,0.0003015001,0.1385006],"genre_scores_gemma":[0.7825239,0.03145534,0.02225775,0.09333807,0.001974026,0.0007705127,0.0001970569,0.0001134041,0.0673701],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01530678,"threshold_uncertainty_score":0.05120623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05447921547273726,"score_gpt":0.3129936677054621,"score_spread":0.2585144522327248,"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."}}