{"id":"W2008209544","doi":"10.4103/0972-6748.110938","title":"Women and mental health: Psychosocial perspective","year":2012,"lang":"en","type":"article","venue":"Industrial Psychiatry Journal","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Perspective (graphical); Mental health; Psychology; Psychotherapist; Computer science; Artificial intelligence","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002167395,0.0001308878,0.000198175,0.00009750748,0.001898357,0.0001776304,0.0001896354,0.0001818984,0.0004872203],"category_scores_gemma":[0.0000874034,0.00012362,0.00007207499,0.000223624,0.0002631715,0.0005192609,0.00002768383,0.0006838605,0.00004910857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005936581,"about_ca_system_score_gemma":0.0007952228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004107147,"about_ca_topic_score_gemma":0.00003022732,"domain_scores_codex":[0.9978442,0.0004010991,0.000297147,0.0001478399,0.0004402725,0.0008694482],"domain_scores_gemma":[0.9988958,0.0000292887,0.0002089437,0.00007370354,0.00007472374,0.0007175196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003226785,0.0004206635,0.2112354,0.000004622454,0.0001171594,0.000001115933,0.182935,4.384764e-7,0.00001472865,0.2241025,0.3560854,0.02476032],"study_design_scores_gemma":[0.004092692,0.0004782329,0.05119662,0.0001160044,0.00001583325,0.0001252141,0.3472728,0.000002278508,0.000002194471,0.03426288,0.561846,0.0005892788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6212204,0.007317566,0.00008666935,0.05352299,0.04793266,0.0007427425,0.00004764047,0.0001227019,0.2690067],"genre_scores_gemma":[0.9787812,0.000720184,0.0003721206,0.001315941,0.01837018,0.000006865747,0.000001016245,0.00001543804,0.000417069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3575608,"threshold_uncertainty_score":0.999401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06148876001581032,"score_gpt":0.3726211127418908,"score_spread":0.3111323527260805,"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."}}