{"id":"W4380990129","doi":"10.1080/09687599.2023.2222900","title":"Exploring romantic need as part of mental health social care practice","year":2023,"lang":"en","type":"article","venue":"Disability & Society","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Mental health; Psychology; Romance; Vulnerability (computing); Stigma (botany); Social psychology; 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":[0.008842072,0.0002821051,0.0004469193,0.001904741,0.007926568,0.006194487,0.001334783,0.00144064,0.004586312],"category_scores_gemma":[0.01952634,0.0004462278,0.0003893978,0.0008876311,0.009248196,0.004772839,0.01014889,0.003344407,0.0002416559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004762747,"about_ca_system_score_gemma":0.005231888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005767931,"about_ca_topic_score_gemma":0.01328718,"domain_scores_codex":[0.9904885,0.006688124,0.0002397406,0.0003439137,0.001018787,0.001221015],"domain_scores_gemma":[0.989183,0.005140198,0.001709144,0.0004895276,0.0007904573,0.002687741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004322022,0.0002460746,0.03074344,0.0001632742,0.00002103302,0.0007845993,0.9355631,0.00003214122,0.0003438112,0.005713174,0.0009712117,0.02537497],"study_design_scores_gemma":[0.00001608784,0.0001008242,0.02266566,0.0001607068,0.00001035884,0.0007444242,0.9656078,0.0001245349,0.00007248777,0.001834033,0.008647335,0.00001574711],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697512,0.001314799,0.0006360114,0.006069942,0.00008261295,0.00008985683,0.00002099988,0.000009020614,0.02202561],"genre_scores_gemma":[0.9980395,0.0004967619,0.000262415,0.0003798525,0.00001690167,0.0000297969,0.00001020488,0.000003448794,0.0007612313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008842072,"threshold_uncertainty_score":0.04676187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1168277397574358,"score_gpt":0.4531724666072161,"score_spread":0.3363447268497803,"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."}}