{"id":"W7149898383","doi":"","title":"Réactions émotionnelles des médecins face aux patients suicidaires : influence des facteurs liés au médecin et au patient","year":2025,"lang":"en","type":"dissertation","venue":"IRIS","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Thematic analysis; Mental health; Mental health care; Poison control; Suicide prevention; Countertransference; Suicidal ideation; Medical care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016808,0.0006669284,0.0006545893,0.0005432704,0.001062306,0.00009833302,0.0004252801,0.0004914532,0.0004403543],"category_scores_gemma":[0.000651352,0.0006427035,0.0003237616,0.0005687973,0.0002120822,0.0002810766,0.00009701071,0.0005803189,0.0004879452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005546933,"about_ca_system_score_gemma":0.0005398819,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02554365,"about_ca_topic_score_gemma":0.041898,"domain_scores_codex":[0.9967841,0.0003243742,0.0008051893,0.0008635384,0.0004414019,0.0007814339],"domain_scores_gemma":[0.9975008,0.0005726633,0.0004258055,0.0006326263,0.000696279,0.0001717628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002755281,0.001099458,0.8438535,0.0002384958,0.0008223477,0.00001969791,0.09690663,0.0002115357,0.00007599597,0.0006048641,0.008937936,0.04695401],"study_design_scores_gemma":[0.0007668184,0.0002945104,0.9685838,0.0002096969,0.0002398573,0.00000187721,0.02381424,0.000002141083,0.0003116271,0.001498001,0.003724014,0.0005534068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644094,0.001336578,0.00012775,0.0001179823,0.002457869,0.0006800185,0.0003401134,0.000219268,0.03031103],"genre_scores_gemma":[0.984543,0.0004796633,0.0001493966,0.0002706112,0.00009665595,0.0003415617,0.00109455,0.00007577641,0.01294883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1247303,"threshold_uncertainty_score":0.9996024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04741502487168369,"score_gpt":0.3681422578893925,"score_spread":0.3207272330177088,"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."}}