{"id":"W4220879498","doi":"10.1111/jpr.12410","title":"Japanese Clinical Psychologists' Consensus Beliefs about Mental Health: A <scp>Mixed‐Methods</scp> Approach","year":2022,"lang":"en","type":"article","venue":"Japanese Psychological Research","topic":"Cultural Differences and Values","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Salient; Context (archaeology); Mental health; Listing (finance); Psychology; Grounded theory; Social psychology; Qualitative research; Applied psychology; Psychotherapist; Computer science; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.08135232,0.001114081,0.001921621,0.005098113,0.004979923,0.002196371,0.002391608,0.001805621,0.006135454],"category_scores_gemma":[0.08106747,0.001454358,0.002291435,0.004504392,0.00231398,0.001700392,0.002832636,0.001489393,0.0004261605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003991057,"about_ca_system_score_gemma":0.01077956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009462019,"about_ca_topic_score_gemma":0.0183298,"domain_scores_codex":[0.9215118,0.063324,0.004662533,0.00352666,0.005672398,0.001302677],"domain_scores_gemma":[0.9332391,0.04558661,0.004541975,0.005766871,0.01014683,0.0007186322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.01106676,0.02253265,0.1539709,0.02529524,0.004508523,0.001971977,0.231184,0.007687545,0.00942497,0.03428633,0.01061081,0.4874603],"study_design_scores_gemma":[0.02141054,0.05135151,0.3551058,0.01167057,0.01015809,0.001070498,0.300677,0.08127689,0.03371487,0.06499191,0.06738006,0.001192282],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6186483,0.001292512,0.122468,0.0008519643,0.0003260087,0.2459727,0.001503957,0.0001892874,0.008747199],"genre_scores_gemma":[0.4741887,0.0002682288,0.1542885,0.001146464,0.00006713624,0.3683235,0.000524028,0.00003348373,0.001160004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08135232,"threshold_uncertainty_score":0.4302374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4782751678779357,"score_gpt":0.6007106266457368,"score_spread":0.1224354587678011,"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."}}