{"id":"W2787361668","doi":"","title":"The Heart of the Matter: Connecting with Clients on Antidepressants","year":2010,"lang":"en","type":"article","venue":"AUSpace (Athabasca University)","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Psychology; Medical education; Depression (economics); Psychiatry; Library science; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002405658,0.0001013351,0.0001072554,0.00006120411,0.0004555293,0.00003333261,0.0004559159,0.00007080014,0.0004533266],"category_scores_gemma":[0.00004556767,0.00005949463,0.00007272612,0.0002397113,0.0001120326,0.0001316636,0.000105309,0.0003839356,0.0001382367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000091007,"about_ca_system_score_gemma":0.00002247386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009981409,"about_ca_topic_score_gemma":0.001676308,"domain_scores_codex":[0.9991578,0.000134355,0.00007991824,0.0002250936,0.0001961993,0.0002065931],"domain_scores_gemma":[0.9985982,0.0005288104,0.0001242997,0.000631723,0.00007318323,0.00004380786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001940084,0.0006551428,0.8968872,0.00002912152,0.0003659723,0.00009087155,0.01124981,0.00006023483,0.008017756,0.0224835,0.04104178,0.01717852],"study_design_scores_gemma":[0.0009839569,0.0001892084,0.1902311,0.0000609239,0.00005740577,0.00003691576,0.004896385,0.00003068813,0.000896303,0.00003589133,0.8024206,0.0001606222],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540933,0.00003171009,0.00002354254,0.003476019,0.0007498728,0.0001435541,0.000005943993,0.00002248611,0.04145353],"genre_scores_gemma":[0.9879372,0.00001982223,0.00007436937,0.0001751685,0.00003194496,2.633755e-7,6.54106e-7,0.00001275767,0.0117478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7613789,"threshold_uncertainty_score":0.4963608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0122283863660767,"score_gpt":0.2553186978414691,"score_spread":0.2430903114753924,"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."}}