{"id":"W4293123386","doi":"10.1521/jsyt.2022.41.1.1","title":"Once Upon a Walk-In (Érase Una Vez Sin Cita)","year":2022,"lang":"en","type":"article","venue":"Journal of Systemic Therapies","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Mental health; Indigenous; Walk-in; Population; Psychotherapist; Work (physics); Rural population; Psychology; Sociology; Medicine; Public relations; Business; Political science; Alternative medicine; Engineering; Demography; Advertising; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003993393,0.000129523,0.0004456781,0.0003546129,0.0008703635,0.000008377858,0.0003982187,0.00007062635,0.0006321323],"category_scores_gemma":[0.0001393576,0.0001082986,0.00008425687,0.0003366967,0.0000169283,0.0001373074,0.0001593465,0.001594877,0.00003541458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111595,"about_ca_system_score_gemma":0.001376518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003282224,"about_ca_topic_score_gemma":0.0001566584,"domain_scores_codex":[0.9957249,0.002004583,0.00126504,0.00009850846,0.0004879974,0.00041895],"domain_scores_gemma":[0.9976969,0.000854662,0.000876757,0.0002568321,0.0001584806,0.0001563577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003067133,0.0007028688,0.1477387,0.003237552,0.0002657039,0.0006025414,0.7784721,0.0006408772,0.0129748,0.003961525,0.02600425,0.02233192],"study_design_scores_gemma":[0.007229006,0.000845524,0.03639345,0.006669644,0.00002474088,0.000882593,0.7839286,0.00007470786,0.00002750951,0.002818649,0.1606512,0.0004543488],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834885,0.009171301,0.00005158185,0.004715488,0.001475032,0.0004889591,0.000009353387,0.00002209302,0.0005776845],"genre_scores_gemma":[0.9963034,0.0008315501,0.0002653595,0.001639243,0.0002228066,0.00006235263,0.000001938449,0.00002000531,0.0006533572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.134647,"threshold_uncertainty_score":0.6929037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05854953669483175,"score_gpt":0.4084080176446822,"score_spread":0.3498584809498504,"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."}}