{"id":"W3013410878","doi":"10.1080/07481187.2020.1744201","title":"Learning from clinicians’ positive inclination to suicidal patients: A grounded theory model","year":2020,"lang":"en","type":"article","venue":"Death Studies","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ethica (Canada); Université du Québec à Montréal","funders":"University of Otago","keywords":"Grounded theory; Interdependence; Distress; Psychology; Emotional distress; Psychotherapist; Patient satisfaction; Clinical psychology; Medicine; Psychiatry; Qualitative research; Nursing; Anxiety","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001412044,0.0001377972,0.0002133393,0.00004005123,0.0001836762,0.00001515848,0.0001439854,0.00006766308,0.00006321741],"category_scores_gemma":[0.00008703972,0.0001262464,0.00006549597,0.0001566745,0.00003601535,0.00004921861,0.00006083825,0.0001743129,0.0001328159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003903107,"about_ca_system_score_gemma":0.000006745096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006871485,"about_ca_topic_score_gemma":0.00001279343,"domain_scores_codex":[0.9989879,0.0001135343,0.0002478521,0.0003647036,0.0001117408,0.000174315],"domain_scores_gemma":[0.9992986,0.0002493586,0.00009444908,0.0001527193,0.0001395256,0.00006534281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001857484,0.001277833,0.06305543,0.00001906842,0.001901574,0.000009203799,0.2748475,0.0005997788,0.0008728202,0.4715135,0.03932814,0.1447176],"study_design_scores_gemma":[0.006244238,0.004696962,0.5083381,0.0001507516,0.0003906353,9.147702e-7,0.03510956,0.006644096,0.0007256159,0.3990577,0.03679021,0.001851311],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7844412,0.0006635911,0.1789553,0.006905112,0.0002063597,0.0008944474,0.0001183034,0.0004514657,0.02736425],"genre_scores_gemma":[0.9877527,0.00008509256,0.002775966,0.008410042,0.0001503081,0.0002872197,0.00004784711,0.00002451269,0.0004663421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4452826,"threshold_uncertainty_score":0.5148178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1265530333565822,"score_gpt":0.4199329030663545,"score_spread":0.2933798697097723,"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."}}