{"id":"W3044147756","doi":"","title":"INCRESE: Development of an Inventory to Characterize Recorded Mental Health Recovery Narratives.","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Narrative; Psychology; Mental health; Normative; Social psychology; Linguistics; Political science; Psychiatry","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":[0.009948354,0.0006827449,0.0003934666,0.003534175,0.0005869712,0.00166541,0.0012058,0.0003973991,0.004101748],"category_scores_gemma":[0.04156169,0.0005740408,0.0009386476,0.001505591,0.00050694,0.003249794,0.003304908,0.001070128,0.00109579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001234863,"about_ca_system_score_gemma":0.002729127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00155518,"about_ca_topic_score_gemma":0.004585901,"domain_scores_codex":[0.9947207,0.002505006,0.001115487,0.0002663203,0.001230775,0.0001617889],"domain_scores_gemma":[0.9678345,0.01706756,0.006491452,0.001845084,0.005600012,0.001161352],"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":[0.0009715452,0.001176846,0.2955224,0.003693926,0.0002786534,0.0007357895,0.06037001,0.001978257,0.00888345,0.005284001,0.03161477,0.5894904],"study_design_scores_gemma":[0.0002663586,0.001985453,0.7490233,0.00311876,0.0003343649,0.003661249,0.06137195,0.01012225,0.011812,0.007459337,0.1503359,0.0005089866],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8563726,0.001343377,0.08268319,0.001382471,0.0001937078,0.0163749,0.01939366,0.00114796,0.02110828],"genre_scores_gemma":[0.5951222,0.002071069,0.3482629,0.000471187,0.00007295384,0.02532015,0.01945096,0.0002284282,0.009000265],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.009948354,"threshold_uncertainty_score":0.0526126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3275277939149382,"score_gpt":0.3901375358417663,"score_spread":0.06260974192682811,"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."}}